{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"categories\": [{\"name\": \"building_\", \"score\": 0.58984375, \"detail\": {\"landmarks\": [{\"name\": \"United States Capitol\", \"confidence\": 0.9931780099868774}]}}, {\"name\": \"outdoor_\", \"score\": 0.015625, \"detail\": {\"landmarks\": [{\"name\": \"United States Capitol\", \"confidence\": 0.9931780099868774}]}}], \"color\": {\"dominantColorForeground\": \"Grey\", \"dominantColorBackground\": \"Black\", \"dominantColors\": [\"Black\"], \"accentColor\": \"066B9F\", \"isBwImg\": false, \"isBWImg\": false}, \"description\": {\"tags\": [\"grass\", \"outdoor\", \"building\", \"government building\", \"big\"], \"captions\": [{\"text\": \"a large white building with a dome with United States Capitol in the background\", \"confidence\": 0.39791345596313477}]}, \"requestId\": \"05b42c54-8811-44e3-8eb4-e4c527619d5b\", \"metadata\": {\"height\": 2252, \"width\": 3379, \"format\": \"Jpeg\"}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 1.分析远程图像\n",
    "\n",
    "import requests\n",
    "\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import json\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "endpoint = \"https://fpk223.cognitiveservices.azure.com/\"\n",
    "subscription_key = \"835af6a3699344dd84bb9d884634070a\"\n",
    "\n",
    "# base url\n",
    "analyze_url = endpoint+ \"vision/v3.1/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/fanpeikun/my-ku/raw/master/b923e414e2fc1488fd1365231a547c43.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': subscription_key}\n",
    "# 参数\n",
    "params = {'visualFeatures': 'Categories,Description,Color'}\n",
    "# 请求主体body\n",
    "data = {'url': image_url}\n",
    "response = requests.post(analyze_url, headers=headers,params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The most\n",
    "# relevant caption for the image is obtained from the 'description' property.\n",
    "analysis = response.json()\n",
    "print(json.dumps(response.json()))\n",
    "image_caption = analysis[\"description\"][\"captions\"][0][\"text\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the caption.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(image_caption, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: 'guangzhouta.jpg'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-36-6396e2a28dff>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     25\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     26\u001b[0m \u001b[1;31m# Read the image into a byte array\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 27\u001b[1;33m \u001b[0mimage_data\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimage_path\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"rb\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     28\u001b[0m headers = {'Ocp-Apim-Subscription-Key': subscription_key,\n\u001b[0;32m     29\u001b[0m            'Content-Type': 'application/octet-stream'}\n",
      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'guangzhouta.jpg'"
     ]
    }
   ],
   "source": [
    "# 2.生成本地图片\n",
    "\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "# If you are using a Jupyter notebook, uncomment the following line.\n",
    "# %matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "# Add your Computer Vision subscription key and endpoint to your environment variables.\n",
    "#if 'COMPUTER_VISION_SUBSCRIPTION_KEY' in os.environ:\n",
    " #   subscription_key = os.environ['COMPUTER_VISION_SUBSCRIPTION_KEY']\n",
    "#    print(\"\\nSet the COMPUTER_VISION_SUBSCRIPTION_KEY environment variable.\\n**Restart your shell or IDE for changes to take effect.**\")\n",
    " #   sys.exit()\n",
    "\n",
    "#if 'COMPUTER_VISION_ENDPOINT' in os.environ:\n",
    "  #  endpoint = os.environ['COMPUTER_VISION_ENDPOINT']\n",
    "\n",
    "analyze_url = \"https://fpk223.cognitiveservices.azure.com/vision/v3.1/analyze\"\n",
    "\n",
    "# Set image_path to the local path of an image that you want to analyze.\n",
    "# Sample images are here, if needed:\n",
    "# https://github.com/Azure-Samples/cognitive-services-sample-data-files/tree/master/ComputerVision/Images\n",
    "image_path = 'guangzhouta.jpg'\n",
    "\n",
    "# Read the image into a byte array\n",
    "image_data = open(image_path, \"rb\").read()\n",
    "headers = {'Ocp-Apim-Subscription-Key': subscription_key,\n",
    "           'Content-Type': 'application/octet-stream'}\n",
    "params = {'visualFeatures': 'Categories,Description,Color'}\n",
    "response = requests.post(\n",
    "    analyze_url, headers=headers, params=params, data=image_data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The most\n",
    "# relevant caption for the image is obtained from the 'description' property.\n",
    "analysis = response.json()\n",
    "print(analysis)\n",
    "image_caption = analysis[\"description\"][\"captions\"][0][\"text\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the caption.\n",
    "image = Image.open(BytesIO(image_data))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(image_caption, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Thumbnail is 100-by-100\n"
     ]
    },
    {
     "data": {
      "image/png": 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noOkmw9NirElicaCjD95650L6BEEIwJ+ED9mOGj2NE5dZhHrdllLNhHxBvopY6tmFydvv3MdklkmZsmXh8RM7I5QuVInQtKvranO3Ef2ZTLi9veV91L5soWvjoSwmQy7fZfhkkGhgIsO3sjV3QtXSCtWqZajWUMPu8t4/XKdFEle12BLjWQfQR6RrsPU5aqzt88a2ai+mkquJc5sbtdy80k+n738CSdrKufw/U+QqssjkL8RibSTjrbX5gLp4WcswimmpW6cPtvCmqpu0Gg0r5HOlTful/JZDl+CHrh85UwGIOkFqhFIth0td+bWscxb7MX84l1kYhoI4f1HZWWGSJa8BRY+IRZ3n6stWwlQJ2ti0q/+GiazBneuyA9m+o42pDON82sRTW4xBDCuFDSRa7SIzpgvhChfTn8Tm/NjJ3DOFokLKdQRanQ60hcxaRPnUJVv6oss+EnZOdqWDbjbF4JjliO4DlFMfWF8IAK3KV4gFWDEWmzRiTQPz1zDMaEEANOjeEKbNZcGWlCg1oD5ZOe4gy8EcdL2oLloniIRUoSqCk1bbP/a/NFgjpRr2WAIKrLRHltCF2WwkUpjUG/W7hg/GVoUsBGXudQ6tS/hZCFvL2ShPy9jy2Pfp2jnPvxyHkEkdk6wSqEiZFR02DpleMrZysb1fK+248zWDAEBD/vRqscYIleaqz/q+VoZjnuTG9ns+WFhZOJXwOBhxZTg+q7pfym2lAncfArIErlBTWdFKvGpXVom5FUxgfecVCLUPtE0YnVTvVctG0p0hzHPBG7kJm1f73lXRXc8QVH8xxLkiyDOpIExW4xiW46VcTl5AzVkaah11vgEa0EbOyYLrLEFTYvASYffB2VJbCnFnFTJxnYNFZiCi6ikiUyHQVTlW+Je21t+s71FFTs3JhZCrpC4qJssGsD5ju66b7fd9FYmm39VGFPiWhXuUpa4hEiXKyBpgUG3NNqigUttqCuWqdHlx1blAkM2rGU020NzKu6pnu/JVW66NRvqLIc5G6nWdspEpsjlVb5ZXg4bVJuScVw1Pg+zqLCKSiXg4nZB2INI5BZWL62Sl7nrujozjSbmHct6+FBRJp7Yjc44h5o6ICoFuO3+yUlqkoRXFOmNqm9QQRwFfdWQVW9GMS/HIlXckvw3aSIZAQXWLmUajKIxkuxf9N/u7bBBzwat6kTCVT/B1727l2XhQvl4yY/r0l0OcNlkcKJQmD1SxshJDbbcazC65klEjXblbpUcjLcqf7nHbYRQqUisDsczhubGb5U0zmEDHec3HtqFvU+1FaVz7hOpuEwmy9DlCN3GWXrss5WNisEO+L9AlIrRL3+VZ1FjY7J1tJGfmEgVmOqad82fLk32OQAuJbdh+51IvMS+Ry6ZKe2X5lUW3eHYp/WUQpxIa2y4aibkyFYzVUkZTXPmuAIubAbEIUgBHki9l3ZizWlwDESw6mto7giqeSIMw52zUra73XLYNG1ynLWdKr0Vo8wtoqTqvhJmloqSW1SyskhDgTKQJeRoJrXJZ5jCNtOSUysbMqWtjw2A2GFGFR4fsxmPdoMOzpkIMYZrqNqVjdz2Xb+u93in41Ft/GcQJwG4NzRmrCK1Kaw2xTa7Uq3zmXeuRBHS7D4bup5s4gcjBM2EwaFiRRIFORZUrc6U5Y7Hpnik9S10dcTMzElmEvVJaANmvYjYBIyk/cgKSqPOV4DgHxWc4MCESILvECwk7VXP1ytzMZ1pNYt3OKkW3+rvtpW5/XU+Kq0oqh7qQyLTjJTMP5+agL6W/GOIsdohxHhQCBc4QpuFPOoLUb+LIfU5oGHfZcycX6CTKGyP5s2NJQCaYNsmu6LrXUde3FxCrInvu0jOSspA1XHQaQ6WlqvpAhVLKQR9J7WarIitRYm1fVmnfy/Dr+gqgztmiMiTtQi3z+bAsU0GXJOWfmDCBTxb4/j0ntijSafydBG2It6OCzpppnvXqylawWpkKMZx2i+lWFalzTpA+az12RLRGqjPq1ZZqfBYhK80YJAP0fAWr0ufmiuoPZCKkxuHDDCRiOK7EKUfuKTGqGVAdQNwQ5plmPoGwdari7NA+W3KqCmvHb9NJQ9tOv6cCFrZuPJdI/ySS81MEIKwQcEP5VzvxrJrCXIi4zDv2RLg1GAbJr+F7xSYlgjOBClb9XLvULZngPBY2zdpmNNt5jLQhyv1UrMy7D0DU+ZQla/GkouZVZw4xAKZyKFJM2Xm09dG2bBDU9XKEzOfj0/clV/pyK+N7vkS/HPjeS5cO6Y1roc+02cAXp8ru0QxQ0558Xyl0BaWsthTuq/uqijHYICEZRDbaDoPBRIiklqXW3BK0tlbyo0x7INtkBHM8Q62mP8ZRSs5t6TeKAoSQ1J5NuZzUN0T7UGrJD5iRyrSSgSmLN9pRPtqB8zxs/qsbimVGV6au8n63GdQWQueYGkOZBxXlaIU9pBIzt5HM2FIdyVomFUazKfGw3sRTUaMPXSjB/08IyYaPNh2tK2vWDSGjEW6ny8RpjgCX31dECXZ5RJ3/SPIkAuiykBckMpiODU7NZmwzYpVhJ92rNe9apxJVVcBCsIwTLQ1L8BmBc9BbvpolT1SnDyjv0aq2ZwKK1zNmrOHMYLR1lS3lnfVySxwzpihOodkJYS65LDhtG8ped5XA9fAiAZLPewCH5OCYMJDDSA6UGEQJkRJmmsHEiF4oPTiCcwTnGI4SAstBvsg2pzKiiynbeszlB8pO9VZdAaBzz1uMmc1H+kZF+vfhCVpcOUax+1R8oLKbfWVp/CQuN/HaWkMRDL32d5mansD4jZevUVGLjcDN7+emLf3/irekbhTaa55UAjYPt3SRlVppEYGbLBa3ahs1HlYlSd+OKuQLYhmHBxvcVCK111IW17jgIrUy4jLq4bOmpQ3xa0tJTydihVJuYdY2mOxMLzW+c0B2crKS0/ahgWufTN7Wtl5ntcNfIqpWxRHs+GxVecaKrBWQ/d61/Tk00U8JmXzXYPJfjLf2+0xtjGdViJqVLua5BnIrkTlVCy9FiDzl9ED1jp47kWzdcGTvKLK0MAe8mkXjMr1ROYQNOFCVVQ7QrRtoLUhwlNtEAJwDQ+cpExCBlAjBASAnB+6q5D8jOfslbuowqz+5oexexdSP7MlrdrzoVDUpJxW1vV/X27TJjLX9rAD9wqQM4iUB8FdtjXl1Q14gIft3PvnqlS6tPHIdR7M/14Rp2llQL0u04rVE4byF6Z4bBBI5uDIDsL5RJbX91obTrV40hGJEsFEj2dxu5yEbu9FKFJWU+TiGIlG5d3CZugvM1jxqU/Utr/EGQFClkLpvV4eb5EAQtK+vcO3c/Z7aN9KlAIVr03+d4XsvTHVMdZ+dSom6YqKH13oiXC0aRTaGxg25XECPELoQGwRQ3r1O132KXaQnZjU1l+v2isAc7EAVNxvEV4tCv2ehVNVevaoMdUVMFmLTPASQ80LAHDOsRDQ7sIjEHLxgK+/RWk/M3krnAykqd9L1LnUTRek8dd4yTrwxbutU2Zxpx8qvooyJN51yTyXpcvfilQLok0rOT/3+p09G6hhKVCKz3uhLKoeVNBqooHjHgkWtKqOqUjHhWtuDbcHXtl8JQG3WBtO4uVCRgvW+3ahL+yNUqM9VqmaSICeKM1tNQoIS9Mj69vTubdWwBWsloCY4oaocpjSFt1i8JeRu02K4gopUi9hoKWDopxRFBTzPSlt4tDFXvZX+m5Kc50Dbqq81NhaowKuc2ACbqwoISIA3wRXC3x74qspSJoJaFq7EKyVMo/apAXwmrc4hBepUCIv1Wbzz5XndkjKyfieRspwykonkLN5f0FnBcFa7N4zB8pcyw2O7SZW1US60R3CH1lQ4a0uy9t8QSaM+Webw/PScAPyt9GdFnOeX3JR/H1l+W09ROTrHz9ZVE/cUx9WGYz2+gKvNs8JUFZVV1NafuII2jagtkq1s277OSoyVOlbAqfiY1Wp9kFlUsU/FSZSnfdQO1Uanqh7X6Yk1gV7CUR2NRqEstiQ3JiWXvKiEaccoO77aScALNqJKULWTL9iSlzDw3LOPIdBPotZeU3kvgZ5X16dTjz82NrLiQNWnCp3lQS5rF/V9/ZBKSypIpETQ2IhNg5W4DEc3jF0JtKlpi1a1Gtv/UpxO++SzT4vSWAl3yWeQxqwpSGSQdkMIKBGhHIy0IYG2nD/Uf9sanw2cUR7ZOIc20tZC63Nlru3NrXY+fX+tbb0Mf/+sJOefOjX23jMS55C1KlqktLK6n1P1XlK3Wx/puyZ2ZFvwNQ3des5ESMU2XGu4RWoau4mYmnwAZ+eKRP840tU5lPf6kR155pQycco7ngmUaveTA1I+KVYWCHQSbZM0dfqItHWGLaAM0Lnl4+Vu5z+4KnUEbf0DVxdxVTUvFyxXS85L0nG1ILbLe5Z7PZH6haqfPK3arWO2XuBcM5kWZaIsxRkFrZS1JQpNbvnUaZk24tfk74SmMoYSIniuj2oW6juU+52pNs/65CNPGCCxmwlcdrfXeVKV/lbK5SlFJKozxAmoASDcNqWHhO3rVh9W0r57Js2g5toYqWfe0fa3P6uTyeanLs/FMp/I+5z0vUvOPz+P7aVUnQNPbiNhpJ0MaMbyQm7Y4OZlyrs4NvRT1nwir428VLEyAcpTKVB70EiCLDUrclWmoBgo0hLwXs5NoZQndCjkfBrgXtV0ZnUa5WNuOSGlJJIz97DsKsGWOdlWVHNgRaAm+IAyDEu0UgOVGmBQ7ii8y2ZjTydL2JYwL2oyz0gfU84TO7731TwZLZmz9s2hjj3WUra4qX773iRmqXwdhSK3nyZMoOXc9ZMPxsyflgtTwUS7+t6QDYRBUKN12SmeraZYAS5ZudbDZOrKKjaplMxSk1RjiLIG02Wi0j6ULrctBaisTsktV7Ci2Mid6lg0BFICNeWfm2I4K616ian9xzZtMkp/WnhZW/O81reu/+n0/RHnZlXPS+cm0LdrulT+pyfV85bM+XZwoYSM9AT4vAGYJ1dOKHPONZzd9pABuJS9KTCbRoMbZK1W6VZ7VCzqmYV57q+sGmklJ8FBj4pPBIAYzomd6SlJIMT8iDgvoBAAH0B+gBt2EjiRm5u49r5qClWNZFa7tCNlkiCNygCpgc1ZVlwkmy5IqOo2DHzbVzL8Sfc22mCEmzYqNwJJVyhdm7YJ8eV4+wzJmRvwEjV1w0PYVnKZS35KwuztYWGmijBtE7bC98gOgUEcETJZembEINL861QjhEw78hcSffHCKiClBHU2lZdKG4sHtjARKpJLJUdFWGEFKUVwnLP9yHBOVdgOZoy2bWbHiMKESGGdJXUXftUS5hr2+sMyuM1YWs3afSeq/W4qsuVZ6WnY5yXN6Rz29/V/ivTflM3Zh+dxua+DYey5M/OcQB38IiV9gCN7tqfscQus8Lqs5nBwQMrSMkcnFbuRK7437Vz1iIC8M3vdsjNBwgSoQ1KRnLKmTQxSOeibgbSA04Ll8T2WxwdwGMFhQGCGHwZwyo4fltA5Ef1Z5nMLN23pirHTGZ2EV9kAoGzEpjbseTa3TgSC75xEfRBCLzEBVWR0nS/yeTGX6rHlbAuQvt4/2TYl59I5grymYZt5Gg73Mem8yrpFhGcJlFppZKUlCPl4e+oGr+2DSjfY36WfQp0qQW3r7Zdqaxr1sqmrSu9iD2+ZEJwATkjLjDifZG0pAB+XZjzELqxaRlXKLYE+ZRZw3hQsZ7UOoF6yKYOpAtiUfR6Xeu/tGh9zgcU27t7v2tvcozbnUzjZTQ49C4m/19jajwldagvCp9MVrqmusY24vUcE77xISCfqLFNe38ji3Uwci1rr9AQVoyozgJQSYoylTALDm3IK5IpdJ0TLWoZEAmiLczs1KL9arkShYSRwMCGD8o5HBCGC5wfEx/dY4gD4AcF7+HQne9giSBneS0uStNU7J+12eeHaGeeNBlIwNMzRAtx8dzkzufySbtDJhkDPJzUNQFvMtXNYKXiVCRhmpmOlZVrzp+nXNtVebt+V6ZPMc37/qRKITd+PypzdE2ckKQjF2UDZEaQYoaFuIqCSSAjKCMttOckcr+5WfaFKQPo75ysbMquHhlDC5+R/RXwiyrs/uEqcBvlU9kksatKkEh4AACAASURBVALiCbwckTgihQiOp3yERX1P2pl3nE+Uaag6omqLax2lZ0Xic0uQ5R3N00nijiiF2M+MfbOFzNY4cvlvJbH1aG9Fs60JUyXuFjMy6vOKoVyPs9+rzfmxgb9t+lMxh8vAY2YsMeYdBoSr93NkLu9VwS4vZ2aDqknCarh4a23h1o6p84UMNuhqbRgH1tUipumrRc3q9dUqM8K4TJguLaA4Y+cBNzhMw4BxGDEOHh5JNv1aGJE8UtYWQF72tl1iDu1LsLvabEpG074mH9V+K4FW9b9T/fuy7Xv62xQkjMXYAd3LNaZ2LTHXiZUf2jvfm1/lT+IQ+iQE+j2ptlXZubYZjBgX2ZbDtatX1GObsiufEyO5apWBWY4PzGE1DRGZUS8qaW6b+mAqwpJBCvXYVhu2qGpdxHjx3bDkCRAC9WkBpQWTA4bBYTcFTOMIN3gQJVBipCUiUQKHQc6OyUwiMiPFKATWR5vDApdX5h2Zq+t+t1c7wbSWQ677XTUHAM27WsQGIhX4KAytXJUMrUORWvPDvNO25eVIe90eQqVDVjfr87aPWs/YuoFs/p8rs40V6fcC7DlcD8zr0wqolzih0cgSc5kiIGZRcyFOvnKOZR5E/aRkAlJZ1VOjNuZeULY/M/lBkQP5tyNqVoGoCHIKK64QZvN+69eSfJQiKM5YHt7j9P474HhCGh8xJMI03cAhYDdOWMhjJg/kXd4ZBO+9BPv51KjiT+5Fq5+idXTLvJTRAIarKB7kqzIhhZv+Jr7oaG3rsVNCXHB3e1WRDn5uT+/9Nbcsg/meAt+7mhTRmnvbrzXBB2fzmvI282UgfE/27nOlpiaZiGc5dLaME8GxK4PkiJGY4PJGy6S7n6coz7X+0reqtDkzmEVW5DpbCWrbrw4ow1Ab0qy/leBlyiXBpRlYjnj89mt8+PoPOA07jMOEmwhMN28QBo/bwwEzPD5Ej8RZXjHgxwDPQOQFkZezEN2UmMYcWB88nHcN1O3sLNqZ4Pzs44J6xwHAU7WBz9m3LcTb1MZUV4nbjMqGF39FoMWbv13/U+n63fc2Z4mfSBcl0BXlWQPpk6SuoCv70ge+FzTo9C+uWUSq6jOVsLxGFEt4WleRCPrQrj0zEmXV+sYg4swkYfErv5vLYAZxgmOZG90PATRNmMYJ4zBhGjw88mLslNejcCZrBhJT1h5aFrCCn71fQJd1BDLfG1ZTr/W74EPd4rRQQSOFZd5XpV+7y0JTPp1XPZVp9G0BKj6UOeSmP+vr90Oc/5Wlp4F0DRSNh7YUyECzdEt3OmBwokycqXBfQo5nza+qNCyneuWmKN/Ws0egx8OTfTl/nNYshFalzcauPFmlJkRQigjLAp8ifvzqBjR5TNMO0zBhGW+wcALSgnR6RKSQo4ecOLYAIDFckp36yGGVGom5RZgd73Xd1ZZj4WOJQo92LJGMWeLZaZSVp78jqr69NcLLEmdHeKYMO+dt8zh1oJl0rQ/myamUftnUc5w7F8OgtqYpzuX5hGptMz20enY+b73ZfSlS0xCqCe+R5VPcSEetzEpNsn+WZTN1CKIt75DK6r+dRW+dGLrRiKh7KU+VJHgwduOIwQPTuMc0THh0A+4pR+ikBLhUy8pdZFuXdWqZ5vUSp9xTqdK5DirqN+BaOWmoy1D55eXdLEp5HbHZtjX1FSXPtJ/WhGnz2DHspySvtUH/MiQn0ZqS/gWT+gSstSj3VX9UYqzc3ufx8Dkg3jsN9ZN3ZK4zB2s7VyVmtl21QD2ygY3TR+/IgbbVt6sq3qr9nMAcgbgAacaQIiYwfvrmFV6PHlO2Ob8+EX77mFEwiUT2gweRyzvcSZvhdB+iVtIUtTGLtCppap81nwJVpZUrhJOzUP1diUc+TiWmswR9HmGKlMOaqHT8ZByy9OtNEfOO64jT5V3i197e56cnifMlEvNSOZqeE1Bw1TYoV7ajKWvVpvb25W0meguuvatJz7gsgk2RVBEkB8IU9YzkWuRf1mIdJDCBbFl9c5qHJk7ISrGie6vkFKJ2zJi8x24ImIaAMQSMkREcwyeV7rqdiQmSsDidLFNAfU6tpLF6hnC51ta0aiNgCTTf6zWc8qy7f0Zq6lub0k6970XwETaqvEjc7T1+Me38RUhOAXKv/7TPr5Gs/VTCRg48Reas/hlGPXRTGdhW2/I/HUznvOyk7lyJQXfccmGVnKp+MulhvFFOjM4y2rNDSnqu9HZPOmcnkJstdTMcJ7g4w6Ujjt894v4emP2EwY840QRPBzlvJUnEbVpOMqUSpS07H+RMkaj1cj2nJDMZZ6mrQmXdYkIWg1UCWo+qtQF7G6/2+txI6LudmdA4d5AJMzMZq7qa/IV1UPWsn5Oc/Vzoc9KzbM71TnQXiKVLvRR6ztxPv6fsy1NHfFd6oPslY+VXoQA+27R65GBGLleRqhx6lJHOmzA7ux+tIgA7V7y+CQxiJYAzqyEVP9QuJNhw3CINHcT2TPOMZY6AT4BbkAaCH/bllG/Kux4wATETZ3J5I0pdR2qsUN6SLCr91pAqxKHjUQhRof4kY90AwZY9uVFQJT75Ze30Rpo3GsAliWnffxmBXq3W2rSl7n3sTmNPt4GaejZyPbvclyvqnTpM67vFdlKVKCNd6QnbfJSJVJ66TGxyrhAhUJ5b5ZgPrU1AYrBzcEk3NcnXpmm8/qb1OTldbHIBXxze4sZF/AgnHChhCjsMYcIHt8e7cAv/GPFP355EBc5hTS74sg1JylMx1Ki61NTN4JUHFgXBjXRaDaPVabm7V5lOPwLbiuw6FafRxnNCP6at5G+nSzaIdaO+56RnBb6f0+FXk7EX7NSnvFWbz7LqeOldLv+en85pBE97a7lBemuryPu5Ua0+ZlpsuXFnwxQiZbDzxeMLTuB8yi0nVyQnIITc2L8ZKA1YCiHImsfBB7x5dYdXA/A5TrhBzN7aPb6jCYEOePRHuG+PwhRyFxzpwYIszqUeXlZBwRaittKl0BssuAwzI2RJ3BdTuRyjs2Uv1nk5US66r6+XnP2zrZpoM/fT6Wqb8+KcUaf+bt236Tnu5FzQlYT3cul5dZu49lFtz4L+nUpUNcg8gaHhexBEK7sNFOGwVsEAPcJEDiFwcOW8z8qxCbLhFiPJ2pUa0J37Zr22ag965xA84fZmhzeTw6v0iAMv2E83mKYDHCYkt8c3C2Vju57o4nxWiuOChRPCRoyPtoCQF2v3tLslJUklbXMrw2c1GrWuJyUgle+rd2zASGk7NXm20trmte//C0rOP83yrWcmEWYfmS6DtX+q20ZqA4wGXvLLrnW6ljGCQfAqJZWpbdQlfgmxSUVxzUyBHMrmzUSQ3RDkmje1rMTJxuub1V6V1N4ThsHh9d0dPjsEvJkH7NOCm/0d9rsbDDQC2OOPR1Fb2UQ4OefAjhCjMBxHQB/5rsGGBWeUj1gxWXtbCLMMI1WCvIRdl7S6Mi5PvZvJkQ3zrf7udXnNr3O4z3yx3U+li8SZKIMpI0mjitk25IbUVNWrTed/Ub8MYlpPRcltZY8ZKVNxlVp1ZDfVuVWrL9FxgyJdEZyXgtV6ioRjgBLylEh9WwlWpR9BnJsMORVaObvLyKDbZGpfUhLEJda8XMpfdFOBlJVVNyDPkAozoIDEXrzELki0TzyBeYGnhBAdaI7A7DAOI/ZuQNhNwBSwRMLDMuOIBTMlLESInBATwyUPQOxOhwB2AYv3eWomwoExEmSaJi3QxeR2miivIgXBwbsAC00qm/Gq1Le4UHMWpsWcz0kF4Ox6WELBn42Rt9ipzrei0maGQWgzqY1ci2ODdxtY1msMBSkup4vEudhyMkdxl6QT1yMIUoGNCbqyZ3JLrnyNhRjlpGb1P1ZXAndNtcRdEtX7TcTOi9K2BGVKiL78ABgILMjkUyUuIoAdiYeVAA7S95hBkVKEy0EDehSvh5NyDIIyyXH0gsSVcTnIDutHB3AEeBE7cMAOBELM4YQLCJEIYxjgwgAcI+bHBwxYMLqIkRl0P4MIONy+wuubCXEMSCHg8XHGH0/3+IYf8eAiHhLhuCQkxxjcAM8TPO8BEJYQcJwG+HjCsDxiRMIOEZ4j3PEexBGT8wiOcARjJsaJHWZ28G6AC7KADSnvy8kaAhkB3TiFohy+SMngCwA4OCb45EAMLAFIvh3/iheKKlzgaCZrCnzrhzLuoxzxWLzzzGVUdP620cOhmGgYhWouV4jUJwLfAeTt+xs7impz5GYnvZoC9L6VfMpNGr5Vn6EnDVM+UNXIC84jKvk+RrE4l2ybW02iSPxmG3YqCoh1WZbpEv2opDAlVQHQmxEZYVDnQjtlK1eSZVRaQBFwaYHjiJESJu+wCx67ccA0jpimCeNuQhwC4uAxJGAcFkxDwM00AA5YIiNygk8JDhEoW4lV1b1ov4Wpa+ivHFNh0cKRkz2XitQhc+1UfoaKtAbPrhnhZ01mXECb/vbWViiqGvfFbPoXL1Dp0w6hhgsg0xVVZOH2eWEsRBnZqJbDTUlXJHmpmVt8Rupt409mFysgeNsiaRWw3AYNotDj4DvZrvxVj4+/1FJ9NjDjwCJNFqc4ld1POuUxL0CM8AsjgDHGGTc44s47fHE74e1+xJc//gyf3+3x9vNb3N1MSEMAh4B594B7NyAlh7/94gO+fVjwn79ZcIwnxPQA5gVMA9gFCexfIpAkmB5gMEUwRwlSINlBYkmMFDzgHbwP2IcJzC6f7alLwWTJnWpRlX3BqHFAPSOQUCXY03Brb3465t3vPfX0HOjldNWm0o1sIEU5o2RLrQ38CoGSfdeW2n83bHZDMtl0zdzruemQa4Bz6Z0Vk+huWAdDIcwGVtwIQUuYrSXUVdEORkFHn0PwNGqIm7fyhtGU4FOEiwtGSrgbPF5NHp/dHvDmMOH25oDDYYdxt0OYBnAI4OCxWyJudxGvDxFfvL7FEE74+sN7OE54SCdEJMBLCKKqhw7VLq4bkZkWlYiZGoyRqj0CZcYC9zWQWz2lS73iZh9Z/Oxyqce7vbblXptaoqzhjrhwPZeuW2zd8Pj+uYp1JUpLFHmGh1TV2QIdm1qUC9pD2EtE5+Wm/kum3Dfmqk5XzUEylO9JVFC/sk26g4BQlRM9D6WHXoiy3CtB4J0IWHLoH8cZ4ISDJ+wGgN5/gHv/LX729hX+7S9+ii/e3OHf/e2vcLuf8Po2YBwc9vuAEJycXEbAj3c7vHnzFr8+RfztL3+B3339Hf73/+P/xu+++Q7/8bd/xLvHGcPdW/j9LQg7OHLwTiS0TwlYFohNTXDkywbYrAGE+dwHYjlPk8DwWeoTGGDdfMzAiatn1W5tUlKHKiIbKkdTR0+ZS6Uahqdzy2vmfHn4zycq5kct63oJeiVxWllG7d3MkZQwq65tVQ6sT9vqMK1aGrWmnmx7KG2prC+JVLo0j3V1KuLNtKMVmOVSDvjJ8XRCeJwRr9TeWAEr+BGBWIggIh8JAUIsFSVQihi9x87LfkeeIl6PDj95fcCXb+/wiy8/x2E3wocE5xhhdCBPcJyQkBDI40ABy55wewvsvMcXtzssj4/4J1pwn47wfJIPBgQkuLz8zCk7UTjkPgm2ZrLiCp/Kgs21hARWmBRzYmto+nkstGOogkKxWAhnQ2ISVrv7WQXwUtps1pnfT5V5FXFeMqa1Aq40VRRS5LcliyXpHujr1PLLi8rMn0dSYjPJav2FdovNKZIuMcGREiaVLFokbLEF9wSRAjEGjnJorQtIJKeFJTDmeALHBXdDwGvn8Te//hn+1Y//DX7y6hb/+qef42Y/4SevR4TBgYKsuZohZ3E6eHi4HJS/YE8ObyaP28/2+J/+3d/h6/cP+OXPf4s/vPuA//DPv8dvvvkDYjiBQoRzQHDisQ6eACYsUQg1+CDLsJwrm5LxEiFzueKjJpdKN6vN2XZfUc0ZNOesqTSG0obNV3aPV8mZMdMVqVmJuNcbt+Jp+7bJeyKtStuNdVY2yOaPVWt7ewrqQ+sMIGugF+ZDrUkKEyliCt8WqNtqxYpF2M71Hly2tWwn0/qr7neNbF5QTrtiPFwJsy6soUJwDCHQaneuHUIMCPIRig2vYWQesj+uHgcIkmks5ghOC/ZwuHWEX/34Df7Hf/NrfHaY8Ms3txgCYTcQyBF4yOdrLixrqikja5ItTAYC9oPHzo34u1/+BO+PCzgM+N233+Hrb7/GH3//ATMHEAaZTw2y6bZzorbOUWxPTwT4kBHXIXECs+zrqxt0WyNG1ds6hbRm0iVCig1MiTYJsxCZEqbOaXbEWvJuEeiGWkrmo+WLudfiQclsXSkXEPTK8L0tCrfylAp9Xk5bpHeeiBRMlwjsbOo8tedbc45BbD/bLsWwRUt8VJ93Wm8m2uoIEi+tIIlKTmdqYIM0YjoQvHcIg5dZwOwhdXOEJ+Anb1/jZgr4H371OX71xS3++vM3+PkXtzh4wuhneABIYsMtLAxBon0YzjuQc3BgDAQ4TpgfH5GYcBg8gnP42796g5/96IDgIv7mFz/B//Pbe/z9b+8ROSLOM8h5+GmqjAVAIq/yCYAriwIIlG1OGIeSfirO9KRZtTFLRVZAPGcc13mtxFT1d4vQ+99tnhdhL4AXr+ekgnKKdNd3vkZ2PCXXKvE8B7RaC1DcxtfkxTkW9LyBtQTZ9I/RSnozdJVA5W5Ei4KST7GgDrxzDmEIiDHBLQuQEtzpEcE7/OLNj/HF21f49//2V/jvf/0j3BJwC8DFBf70IGMn2xphiQ6JgRQ1RC+AhgEejAACp4jldAScw363x370uL19jQjgzatbfPX+hOH/+gf85uv/iMdTwvv5CPIBbhqL+ppyH5iEDDN5QuekdVlaCVkx4KsSzWJENyqNmLowNFcmKykb4rTP+ncyYTbqauHK6/RUPPcziHNLDm/JQENWiqhWvSVsBhrXPIqM1a10iXiagpvG8Pb955TxxP1mSoTQxQlk9nWG4mWpVd7Vncz8Zr4nyggZTEUWEFwQkZNEcYmTiTEQ4fXtLQ7TgH/1V5/jpz96jTfTCH6IeEwzUjrBpQUhnQBOcuQfM+Yki9nDMMH5gMTAEhMSMxYkcEqIcamI6hzYi/f1xhPcYcQvvniLv/vrn+OP377DP/7zbxEBxOWU7WFRc0WldRoXASLkGOM8rwlAT0lrwJ61EZc1tCJDFQ5mDMrYbI9kQ1z9mPQqZ0OYULAbAi2MuFV3m++6sVuplBpBfyl9sp0Q1gTUGJxNzusEWqsUPF92/mlSw8E7YamPGgIthIkS0K5S0zqCxClhXPH5WgQwiZ14UsRJCbsh4JefvcFndwf8+7/7OX7507fA44L4bsbp9A7vTu/gKCH4CE4R8+koByrNDMDh87df4LC/QUyLBAukhJQWlN0NiOCXGeQkgMA5jzfTAV8cRrz/1U/hDp/jH/7zP+L+3Ve4Py34+viASB60u0VwA5wPIjmj2JoeDsERZBPoCoV2xlahUe3DlsQygRJyPC33wVTdeD2FS1koEJr9gYSBtLyyYEBHmFat1Vjdl6TLq1JWjd76bjL2t89JjfIsE6CZgrmuLU+nrfWZf5Jk672YkfMyKhJCBYrNyTotZIvNV93JnEhPz/biGY0e0zDg81d3+OzuAB+B5f6E+cM94uMRMd4jLQ8ARRDNYE5AFMnJs4TjHx8fEOCAfJZnYtlcLKaEx+UkFZ9OICKMIcA5h3haMIQBAQGf3Q349m7CZ69uER6OeDd/KEvbytn2hTxc6Zd8sqHDMoXSeDQIeTMzRfpWsVRHJam2AYbE5tYpl+r06SSdlYS5SMVNS2Rky+gQu3h4odJWbuo7bpMQnk7PIE6gdQJdl1r9W1XVanFyzrM+WqGX/XyV/XiuDZ+UQM8U9ZwatD0pcyrZDxaAQTT5lXfuI5kmka/ZTvMBYQzwMWJHwGe3B/x3f/1zfH57AH2Y8c2Hr/D+3e/xcP8OFBgICXM64WF5gHeEm3GQcIA5wgHwyeE0PWC322OadkjOI7qAh3nGH759jyVGzPMJAONmEKk3ESEQYfjxz/A3P/0ZAr/Gu3d/hd98/Q6//3APXlJZAKAWJZGHbPyski7Pi5LMr5blWwbpFcDi5xV46N4KpFJTd/ljBqVUAguK99QQimqkxT1FLeFV+xHFzChj0nlslbnUgPbKFHS3xZekJ9Zzdg6N9ovN2fyqgQqGSynnI+O9zN9soLDeLSRMKET5ktjYfg+krfTsEL8moF5twMZFpiVt1VZAKJ7MfOXq1by0ClD9HooQnGSK4rCbcNhNGIOs/IinE47xhPl4Qlxm4eQOiCxILfOsecNjx2XX9sQpLwuLiCxLxJbEObwglW06YxKimpG3xJxP8PMJAzFe3ezx4XjCNHgsAGYCwEmVY3hQ3uAsGUzIzDdPn1QI21AUZBSqzLtZkpiZGGVprfZiAzf9XV6hWm5DdGYMjJyw5bXjUfO30vXlazovEmfQLdUqKhhroI8HRcG7VhkwDxvy06aj2KBCkFZi6iAwwBEfmz6ZBFUPHFkdoCXM6srSzuVOrZaPKGx1EgFlrYdB2032l+YTltMRd7c3+PXPf4rX+xGej5gfjji++wNwEjUWAMh5UAgY/Q7jcAdHhEEWmmBKCzyAYZzgvMfMEfPjIyI8ZgyIDAzjLTwn+DADHEF8AiNhjkcsacH9V9+A3zPYj/j1z77Abjfg//vN7/Dtwwm/P0WcloSFgcQeN+MOu2GC4wUhLXIaWxLXlq7X5qb3UMzIstdVxCEUiVlg4xxC8QeqJtLFuebnKjktkRXthIwEhdlZr/uoClvqa+xOG4r6vHSROF2HyNZhoRPqzXYOgKxAkBsGq8hIYeWHKj4qJ2IrMTfSSiZdknB9ILzeu0L6XrtlSWsrt4TJm4SZv7JBudxvzhiigQaF8WWxWrSIYsswkBiUIgYH3OwnHCZZaC2nZs/gOCMEmQ8l70EugLwDDUEieYIsOQssZ6K44EHOI0XpW1KQITuASsxwgksA8SIrUxARl4gYH0H7gMPdgMNuxH434jEy3EmOr+eUjCpK+dDdLAGZcRaJyVy4u1kkZpdP60BLYNU2rHnbIATz20jbWqatimuJWQo3AreVR89OlyVnmnMTBAGd84DzKHEblKcAWNQcRtaxiRCXBSmlfOKTtjZf2UgWqg+oxJZuEUbb0yeV66tUU0MEfVkdIVtJvyqqu687GqimUZHKBMArBCiHspEHvIdGxTAzjvMJBEZ0DE+AHwLKMfaJsXeMw0j4fEf47CZgPziAT4gcMR4G+J3DYb/DNA7gIOWzIyAQnHfY7YMwzfgI4oQh24/EEpTuaIJ3eyQmLFHGJkLO4vQhAsQ4Pn6HeX5EPDLiMQE+grDgdnT4qy8/x/79I/74+Acc51mVaaRlxikBoycJHWRCYvXaKsGmgvrVV1uJA8UytUPKeZ12hXP7Xp0Wcd21D4BXH5Yd+8IUV+OvU4MMkmPNs+/Ltvz56bLkzNPhSTuZ965JOaIERCWKJSoocydlaVAFYCM3jdpakD4HMzPISBYDAMKT3VTn0vbDTGxm/vOSiturko3UJmpubOe1VpOyHOrum0/VoeQNjoj5LBNXmJjqfAxwQiDG3rOsPAkOk5dYVeYIFzwCOYz7CbtpEocMObCTKRgfHKZxBBEjxiTrMDMXIQQ4dghuwOBHpETwi0b5JIAAN4k2mSiCPYHSCW6es2MmYQwOd4c9TikH5bNMlyQAnBISL2DyIFmHUtRURXJYacZUiEvyrRV9O851sQFXiSYDUAixTpMAdad9Z4hYj8gwZYHP4mC9y0UbIGxsafKMdJE4J0rSOucBUu05YeGEFDnbMYN0bvAFXxM4s52ssmijsWU/1dRoLEWP+/7SS2xQRZBLfuvLUl2VImFrMc8nMovq5x3EPSub8wAsaiSDEecTXHKgfACv9zNehUfcYocdjhjYYVnuEdMC8oSFgOW7Be8/EHRHC2WZcIAbM7a6RaRWVjo9HAI7UPJwMYDg4WkAg7AQgx0hHEZQcDimI+a04DYBN4MDBwI74DA4fHZ3g8RASAtoecQwjEAOiifIWaWnWVxNwzjkPksYYp1Oac5eywy2gzHXi5r0CuHKcEiCzfU8FeP86aN/+vnMRm01Y9k8d0YykwoJgmwn+j3YnEMmTvJCnDGrr5EZSClzhQEgB+eEOGeOebkUSSQJalia7Zh+r2Fpcim0YqTrNX271pPbz39eQ6DrcCwUtbW73aq/xO2AFhudKpKVhdL658RGRDVQRU1LSDHl3Sl1+uGEvT9hjxNGiFPntDyCU4SDRyLC6Sg7IchApKzRyIRFpJiJFOX4PgIQmBCYZJnKieFdwD7swSCcALAnhLsDaAxYHCM6YOcdxuDBnpAcMHmHV4cJj/MCzwuwnOAHllUpRcVnLAsjeGAcAgCGhjwojJXUij3HaIM6YJ2UlWpJ6VrhaKWCVWWLqqvjtJ7K0rwo77TqbfXcts6gS+mj13NSPAnBnY5IDMTsUUwU4EmAmeVkXgkBQaCi0hq1IEN2RXurRiuB1oEBcXafv9y6fmoq5TkStEwUPRWKArVHqL+tFefTuhiJAGJGTAkxoc796cfYyC4/GzBjSvdwR4+Hb38HcoQPDx/AKeEUAhw5YJnBcZHzTrJKSCTkuSCCSWxakJ4lSRiYMMCBlgQ6JQQXwMMRTA4zkajHPAMhgEfZNeG9S9hRwuI/4Pjde9wnh4dTQHw44nYMOB12OBEj8QxBuyBMIkVEcoh5h0EJwMinO2mHUWmrI8WKEZngrdZV3AadU64QrL7K2UbssLLH0VVsLdlnprGfKF0mzuUIMGN+PGKJCZE8Enn46YAwHcCU564y908JiEsUPMoH0qwP0jnfAfXUqk3H5j4u0OZzpOYnIdDCVWmbQJt767ZVtSqrmsx5M3VBtyXqTKRiZg5ryz8dWKY+eMY+3cOdEj589c9gcvhwPIkq6Qc455DmnVyT1wAAIABJREFUIzguGAgYssrlPcCcMHNERMIxyT5EPr8zgjCSg1sS/BIRnEccxchcKCA5h+PpAcl7+MMBbpowpiMGPuIxEd4nhxMNePA3mOeEV9MAToxvHhmPcZYNvchnRiSOpYWzo8v1k0j1qv+57hUhUDLSVHfRVDGgS+DU+6FLF88xzzNDXb5Xh1RFyCo5bZvNSy+k2YvEef/H34EZOM0RkRkpTEhhQAgDgickkpX3RZ8nwIeQ5+gpc0GN+LATy+ukfajBB0XBAMBlg+Xnpktq7NazK0vVt9BAXzU2iygbb50rU6dQdLOrxGKPcZaclJekEYmTxRPDuwVpecT7b79GAuFhjogpq89MQJqBtMATMBDDO9lImpmxcJSlYpRR1p1AIETnEZ2DSxF+iXDO4XR6AOCwkEcE4dENiORAuwNoHDHHBzymeyQ/Yg47wZV9gIuEm2kAM+H+dMJpXsBwec0lyvK0mMPtHCv5KAEarNFxQ0+2yEJTFxrUfMao2EgtYUqE4RoP7PRJKzW3Ke/c5l7PTReJ86v/+PdSGeU9RW9fAbsDdtOEXXBYQDiW+SmGg4MfJ8C5otrGZZbVD3gKOe3z1mFNxUb7OLVBCXNLSl4vOe0Q6cmbQFGyTCc5q6r1vc1GofjtSVhYzIuQwQscEgIrgeYDbJ3D4AiDTxjcCcvxHr/76g+IEThGj8jA/XFGjGKIOMgmX44SxsHjsBsAiDMK5BCGncxvZhV7HwKm4MVTzEuG+yJTKuwQGXg/k6xmCTvAj9jF77BfvsN0c4ubN1/A728xfT7CuRE/ut3jZsd49+GPeIxHiThyEeRHDOOExIxTEtVyIJ+Jwe6CwA1oBdLK8jMTKrapGYsLcFcWoG92bidTjgbA9xLycnr2kSMb6fLue6cHgAhuPIC8yzDIthDrfhsuq7ZUdApR81M5/Th3CStJo7ebpLzOginrLTYvM7ZIqaqM9qbhvFllXvl4ngHM4gxSbZtyr6klzm4T+/Z7BoW2V1Qm6SuznIXilPFlj19KooYmdohMOM4PeM/fYVkiHu5nuY8xs0kAziF4B+8gu/A5xjQGHA6TSM45gshhf7iD9wHHTNA3uwn7cUCKM1I85vNEGYmB45wQmYBxQGSHiAERHqMbECiAmfH4+ABKwMl/heRGPNABJ3ZwHDE4OSMm5j61UWf5NDXUCCnLpi3zrIc2qb7VDnEGbP3Tm71ULM+VT1IZhzKcjRR8ijhVals8/x4kJ+6/BXmP8dUtwn6HNA5g7+EpAcsRgC/YmVgcJM7L+rXldEJaIhBcY0dUT1udQu6JrJegOsdanSPoqIvXECtqh8mm0nfj2bWGQVHhs+LV73iwVU6TxbY5v0yEvE2HMI4lSzwvpAjmCHDCcnpEiuLPnAH8/v43SN/9vxkkI5wbsDu8gQ8j7g538MOI/WHEOA0YgkQE7XcTXr+6QYoJD+/vEVzAl1/8FYZhwtdffY2H+we8efMar17d4OHhPb778DWGMeD27oAYE7559x4xAvv9W3g/4f7DjONxQVpuEOc9vvvwgD989UecIuPDf/ovSC4A+8/BYQLtX+NuvwNm8U0kjlhS3ss+B2NECFOzROqIDRlbqeYaCFcpqLvu18ACPZumBLjngHRyxmObidNpSZTKO4C4UQBVc7kMY49F1H17aXpiPaecaxU8IQSPBYzIERxnxPmE5AbAjygioGtL5WnyvOWEG8TEyDKpm65XCcXmB1Ahs3abbf8+F753ZVhfzb9BhFe83jAj/bcBM6i3u2x7km3QFMHLXA7QnecTjqcTvPMYgkzBeC/ScpomjNOEaTdinAK8F+KUe3vEecHsTwguYDdNGIcd3vuAk/MYhwG7aY95OQLk4HzAtN9jWSLch0eAgMN+hyHswAuAyGA/gYcD5sgI4V4kI0dwBOLpERwTot/JfkkxQLbF1JlzXWiOcpaMMx4e5afKk9nskqWY0mta7bRGPzi9drY9jI2XnerzS0PdPPtI1fbyPOfNHi543O5HjLuAr+8fcTy+x7xEfHiYMdzcYf/ZDuQcRvJgcsW54McJbgRiSkh6ruOGA2XVs4q5q/TsKY+VYb/9/vPKJfOxG4u8LGkkla504azW1iVIDEoyzzkfj0iPD3DLLBtEpxNcOOBwuMGXX/4UPgwgN8L7gM+/+BK73V6cPhyzo4MRxhHejYjMeHh/hHcLlscFPi24f/ce7759h7ubGwCEh8cTfvfV13j1+hXefPljJF7w/v4RaUn44o3H7W7C4zff4fH4AXdv97h98xafPR7x2edf4jgv+Pb9Ix5PEf/01Qfcn474w2//Ee9nhnv1BdzNG7ALcjwKM05RNKmQT/4OmVFLhBSKRlpD5VAoRiWVbrKmamkd303A51C/HJmWGXTl09lEYxiJTWWMtm2VT5suEqcfPbwPCF7W7iFFpPmE5I4APYCGSbgDAOeorKoAJHpIbSlE7UwjDwsntCpfnXrhrs+VI16zN22/5g44b6Rfun85bamxZy3h1Vs12NtYXpsB4HKfYxS1dpmRlhnJMZwfMYw73NzewYdBtj5xHvv9Dvv9Ho/LCfMyi6cXCc55EHkADinPp3ISPTIuEXFZoDviJWac5gVLZJALALFsAhYTnCMEL8u+kBYE77Hb70E+gNnhNC8gGnB/nPHV+yPmJWE5HfH4cMK0fwVKUXwVBdYosdqOLZYQDEZkK8pE1VYBm38Wf//TiVEkM4qz0Fg+tuBmd8WtMUK51+LSdUEJW+kicf7o1Q1ATmyf+QgsJyBFsTePATztEZeTBB9gkDM7kqgpNIwg7/KpUNLIvhNXp059f+nSr08jOS9VYH/YRvMqy6q2XtsnroxLubiTONBhHBDykQo/urnB3e0N3nz2JcgR7k+PAIAUgNktWDhi4YTBBQx+whAmjOEGfhrx+dsITw6Hwy3GccCrt6/hBoebV3eYbvbYP7zC3ZsvcHP3CuP0CoQjdtMNkl8QnJOpHFoQaMZpvse7D4QUpb3jEPD52zd4m4BXb3+Mh1NE/Pt/QPjqW8yDw8IzUpoRk5y34sdsHiUydpwwFEugrV7ZQtERbW5Rwv1QMItWDQaS7AKYEoOcMCQVys6WAeEeRShTT4ifXnpeJM7DTgA2Iy9BSuKYQIpAXMBxAacIpihbWmS7KDHBhezBlR6speCl6Jqaq/2dAXFt2N1mmVdIznPnrlxXAVDVgG0CfdJXsAmbqqEE8hjJY7cfcHt3g5ubA/Y3d2AwTrIkGvASpC4LpFmYrB8R3IjgJrjgcdjfwTuHcRoxhIDdfoeEhGm/QxhHjLsddvtbTLsbBD+BA2EYJglEcSKhHDEciUR/PJ2yA8fDO4dp2IFcwG24wTEm/Id//gO+vX/EB++wcBSPPiewYwkRFdFpZWQDqFYgWell5GzjYjAqsJbTqa/lZDQIgbryfrtCSlVqrcpgy/lhbOzebjSvwKmLxPn+u28hxBnA5DAMN3g97bG4CbPbwQ0B82kGBgcaEig7D6Bu7lTVlo90XL0k/uB7SzVQQqNNrMpjiJGortrXcTUT6RK6wjmrrIooc3fZ9ixTNkQYxwFEjLtxwM044Ec3AZ+/HbGbBgzTASDG67140Hc3O4QQcHMnS7L2wwH78YCRAnZ+kt0CXn0G5+TYee8dhv2EeTlhf3eH3c0BGCeMN68wTRPevH6LOM/ALxI4Lvjx6xtMwcPHE+5uJsxjwDwOssZ0SSJlWJa6vXp1C6aAX//1r7B79Qb/6Zt7/NP7RxABCyfBk+y19eQFphJmhiI5jUem8nwSmzFTi9Jr8bwCdaUJte6f4jno8MqO4JqoVNFW5m0wgtp3+h0TVjh0hXC5HCH0/j0YwALZNe3mR7eYbm/wiAGEESn4vAWGh2eGcxLxATiJUjHKez1t7OXbNvzZJNLBNeF7ZaQ7/bQwbHUuKCOvc3CNj8nEO6pzSLIThiEgOODu5oDX+z3e3k14+/aAEAhhJJAH9rsdyAPDboD3HqPfwbsRN+MNDuMtPDv4SPBE2AUPR0AYAHKMO7oDO8i6T+8x3dzh9WdfwJHH4EdwjNiHEUgL7gYgOMbgFtzdTvhAhA+A7Bl0mpFiwulxhiPCq9sb+HGHX/78Z9i/fotv/uG/4Lf3J8yArMhBAqcIgq8HBxf3C4x6X+HLBvkJKCdhW623X2DdSOFShw0wyEwRKOt5m4kAHeLsqNO7ljBbSXkZ058i0MtTKd99I+rQuAfCAEozgBnsPJIHEhYsx/t8MA9BtovQUycgXLT0nKHr8JJysV59y8dpEZP5SNmp6BJ5cEqn2msdWs1OoB5IIvZEnaE6bcOquui1QLF+dxHwi+RXz7QGZ4BmAAzHET7JpIBjWYjFFKQf2bVPlOf3UhJTQY9kIAf4Ecwx7+IuDSYkBEjM6yHs8Gp3h9udx37n4T0h5KMVhuBADuBFCGWhGYki3j9GHN2jTCAuCQ6E4DX4QVYY+dHLjnpgREaR4t4HTMMIToz5+ABixsPoJYRzYbCbQOSwJwd2DPayDM4NCc4HnMhJveOIYZ8wDg4DJUSeMS4PgE8gP0AWqzEoLymX1gXI2WMCA7A6zXSACQm6F5KMm3OQox8qQhRNhzNuaqSt/unyMpf1Ii6EhpK7vmVwLHOHsrJFtUZlHpsOvnrrEvleJs6vfi/b6r9+C5p2cOkIxozkB8QRiKcZy/0J4KyrO5d5n4NLsrW/z51kYjAlJOeQ8iqIsqQHqLpKAjwTPDu4BPgEJCIc4Y0603vMlDCrVNbojgp6A4qsairyJVA9MsCpbpTLJbaFAXNCOC2IJMcLsOhOmYDl2L2QFoxpyUzKI8Hj5GRpXfS67jWKp5QF4Rhepv1c3rEgLVjSMeeVELyRCDvn8Wq6wY8On+HNIeLudoHL0w/OOYzjCALh4fEBy5Iwp0cwM2J8hxgjlmXB6SRMhCBMLi6yhvJwOGAYRxyPR5xOJ3jvEUJACAG73U5aksSTu5sm+BBwOBwwjXvsXMCtG+SQIi8hfoFFKb2nICttdhN23mMaAybHQDoizSe4MCOEAFDIi9k8ACFWYCgkwWVIZMkckwTNs660yYcgDTriZbgzQy/aTGaCRGWhtcoQAmTLFkd17ScidF8LeV4JEY20zB+ymJlMCKdJH0uczmdgQ3T7mBiICRgdXBgEmQYGfA52z8imzKLiNKMeursmqpWzaPM7m28dcRI3uXQmypWzHLtlW0U7qtJW7QjHbAbT1FOqSJCFyVnibkG3F9RkmYFmyRzXHLku3kOpjzhiICAQMEE+tz7gABLEXo44PR7x7bcP8mYmmnEcASIcj0fEGPOuA+oYIaQYMc+LSMoc8hKjSOiHe+B0PGKJUQIeopf3s+MPjCLNl3mG9x7Hxwd477F3A3YugJ3s6sdEmJ2THRjGHZgcFhZHzDQE3N3sEGYAM4PJC5NCqloL1RGwumVRcanebl03Ar8isIhkkDTArBwrWM2FQphUDwGuKnXOZ3C5Bj5Y1VnLvqzKXkCTVbochLC7BRPhSANiIsQFcHMCHwLG6QankLEn7ETNXCKWeALYIcCLMQ5ZXc8F6VUt4XYV9kXbmLGe6JfAhkJIRmTq16ThcUiiIleSMoDJRJkJkMVdmA+QlbbWOhiU6iYPXpgvorExKJcGyuqsqrWQuUW1KSlHjzpPICdqZFRv+LLAU8RNYEwEvCHGnoCf7Xd4PYwIcQEevsK799/i/je/x7LMeHiUKZQhiEMu5d0SYt5dfb/fY384ZAbK8M5jN005NE1g8uHdt4gpYRwGhGGAdy6vMuL/n7Q3247kutI0v30GG3zCEIGIICkOUtbKzFqV2S/Qz1QP2fUCfdOrqjM7JaUoShxiQgA+mNmZ+mIfM3cEKYpS2VoIBAB3c7NjZ8///nft082EEKBA0zQYI5xOA1OY6K2jt45cCqGAOIvrVhjv6a5usE2L3eyQpmG3avnVyzv2Q+T+FJli4XGI5FJwrqmWrVwI6cUx891efH/S90qBlCrwpXpNUp/94qZWSJ7IwnW9CKfUQb6iE9zmkAKYCVWW0RHKmFCv46n6Z1bvmafHLxfdvyKcaZ79ZDzGeozzGNdoBqHSkzC7YvVi5guYtZChJkIW4qq8WLazRZpNmSzv//g4k2zMn3S2nE+SMnxszQqUi+Zdzptx/vlp94NuCENNxsg5KVOqollU99MLPGtqeWots1S3eREEzgpqiVfQuRp1JIGRjJeCl4xJASHCJOQciCGTY0HSAybuSSkyTVpvDlVzWGsREWJUMPul3Z4/bxpOGBHattMa6fFImAJ939G2HcYIxlpySkyTMr4bq05dSkHPMU3EGLHWYY0lAbEUTHKU2nZWjntkGnU3+YY4DZAShkJjjZYwqBxGUs4x/PyMLyzS/BoVCl3Kc/mjeh1yftwX6OxlXz61luVJNvf8NXswF+u2ONjnp69x8Ln+ueyl2apfNGhc7u6/lMW9PH6+lBIdxhra1TWuX9Ncv8Re3VI2V+TNFUyFI1pErquGsxaDYeGJq66uqWRVwlwiqGRRurx1bX88SPwskpXXlFme81muZw37REhlEdKyAMw1WaVhpdTnLoswXqzpOU74CMVjilBsdZfljOEs9fwUJdJKpsaRNeZMxl48Wsgx6FQwbzDOqKWTgkjClUBnMjsX8XnC7t9QphMPaWLMEUKuSZ0JKwPWGpqmpZTM6aQW9PmzZ7Rdx36YCMOJcDqwv1cGRe8dwzDw/XffY6zlqy+/pO06vvv2W/aPj1xf33C12+kdFxiHgfsP97Rty1dffoX3nvf390zTxGazpm07SomkGgIZozkHmyfSNPHDn94xpUy0DclYongiDmlWrNsNhszotH81S9Jyp2hsXiSh7u7MFn8GZ8xCacxTt8txBq/P+lBstZS1wWCOJ5ds78XoQXPh3RXmxvczJ5GpSCLJsxckaCK0ZnGlYoPrPvzYev7S4+dbxowjGwu2QVyj360D4zDGIzYjVqrLJovGeqpdZmtUoMy8Q5eL+TSmO+Nvz3998rrF5s4adX752RLpipXz2+TJ1TC3d/0U8BnO9/Cj39evJ7yyH79izuDOVrM2Fp+tpmEGJzy9ywKiyksd4YykoFQx00Aej8RwQlKAmJFUEALChHcOZy05Z8bhBEBKUeGWMRBDYOYhcs5jRalnHh4+YK0lhAnvNX48Hg6s+p4YO1LKpBg5nU48fvhAXPWkFLHWcDzsOZ1OtN7RNg0xJHJKGGsxzpNzAiukAsPxyJQywU4ksRTbkW2DiMXYhpJY2uPK8oQumq0vFPDHbiXM4xLOT8MIi9uqj+WctLkk89LPufSi5n04X0uuf70AM1w+9EuH7xLzVy5f+xPVgp/YOT91/Kxw9refgAjJr0nFcxwSyIC3G/xKyNLQ9JZcDLkoppI8cwgpreZM7ahaUTNXJqvrkih1AS/pqs+gqSKXcnVOGJxdHUAqu9nymsubrydYsrOqRDLLkPEl5spLyeUv+Rt6zkwhGeV/SPW3MxBo5r/JYmqMbbWEMsebnMtMTtSVS2lkHAM4g3iDo9CJYKaJD6+/wU0HNg/f0YQBm0dKjjTO46zldDry+PhA33VYU4gh8sN335KzUlNOmw0PDw8cj0fNShrDZrNhfbMjhoHhuFegQt9ytdvwQ+OwprDuG252W/b7R97vjxz3j9y/e0MKGyRHSoTf/8e/8+bNG/71X/+FvvV888ev+fPXf2C723H38iVFYEoZMRa/2mKcx613eG8YwkCcRh7f33N/jLh2Rbt7jtgGEQVaFKPzVOaMwMwJO+cwRCpJ4SyInBW7cxYz04jCojCRC0Gpzyzny6YMNSRSjYi9yF8sEyBERdqUs4Kfccu/iODrF7iz8/HzpNLdWnvsTEPCEiOkKVFiwWRNRxvroQgl1WTLsltVC82Ui+XCf5dyTksvOmSpk1DLLjxJfl32852hIB8lAj6yroutuxDQS7stYs6KcokILgsyPz4WSJxw4QjNx3z+c6p+4aOdk0F1jazVhmidJp1ULRnFeVoBSEzHPWnc050OmHgilaAte5LVOqWJaRywRrOwKUWG05GUEtM4EBrPNI6EacQYg7UWSl4sbYoRI8p81zaNAtmNgh26rmU4HckVbB+miRjCkgR5fPjAu7dvGIcBSma/f+C77/7MFEbWmxW5FA7DiFjLtXV4CuSEKZmSCjkVxuPAh/cHunXEr660RbzkC4WtTyNXV1Y9i9mV5JzM4dI9VVSQMRfCiQrUAiedLWO5/HsVTJQkwCyx73k3KQmbivdlLvPyLE+OWWk8EdZfZjXhrwnn9hkz75Sy7nlyFqZYKFOiWEPxuvGsddUzK5V+tPKPcuHHV4HKonVRwyx0cvY+y+wInH32841eJnZ+yU1euLaLrzF/6rzA58lXgjIMatPznNm9PIQsiWxKfdDzsHSY4WZCVsGcvYKPTmFqJ0hKgVy0m8P3PcUJeMGmQI4RQoAQKFMgHo9IODLmiUzEW0E6z2q9oml7+r7n+fPnxBgJMZFT5uXLT1hv1nT9iuF0qhrdcHW14/nzO52teX2Nc47r6xtubm55/vwOEcPd3Que393hfEMRw2a3pWla1us1z57dISLc3b0gpcLLl6949eoTPrx7w7vX33P34gWff/E5wzjyzZ//TEHHBVpjePf6B4aQsP0W26zI04jkSI4T4+mIbTK+XddnctHTWp/dkiq4+IJzDn5hwxdbyzNPd8KMjS2X24KP9lOFHc4jlqScy9gWFk9LRJame1UOFTQjS7T7M57YLzOfP1/n7DZ6mljnOGIpxRAT5KDuqrhaAK/cL8ZmJBf1QC+QHGexOF/aUxf9fEuLwXvySlNd2PND+VkBLR//Z379+WEsj312e+rn6DWcBU/OH1qFutZQiuFs8Ws/4WUx+ieOGdNQYqTkgPce13iKhWILlEhOCUkRYoIQSdOEjCOhjPr39QoxQudbnNPWsN3uipQSw6ADca+ur1mv10o/0vX62SJstzu22x3TFFivN1hrWa83bDYbdrsrQojsrq7Z7q7IBaYQ6LoOZxRwsNvtALi6umYYRq6vbzSBdH3N7mrLze01z++e87jf890PP5BzWSzy48MHPjwe2N7CeucpMSJFsbpxGili8XOts5ayVEDPS3oWzPPukXldmUslyiMxK/Jztr2K/CKcP5E5qF6Uqc/pImytp5uFc+FLuPjsCxaFiz3wdCf8cr/2Z4VzTHXvuUZrXv2K0jSw2kLbkcUScy2RmBrJiZlRfKhtSssCXy7DL7J7cuFmzpYTFtxjWYDRVR0u4NVLgYRzHDtng5XX/KLYw1kVzGCJdPF+Ocu25OU8slyP/m2m+FeYHpQsmoCem4AL2OpZOOMQU2OXmOukLbAJGnEY02Bcj/GR3vX4Ai92z9h2ntV2Q7dezUg8fNvhmxaJEesbJCdc0+KblvXW0PUrwhSYponVes3ts+eIsdy9eIkxhvVmS9evub65RYyjaTqmkGjajrsXLxlOA841NG2LbxUp9OrTz+hWa65vn9H2K65ubnnx2Wdc397S9D1NSsq4UKDtepxvuHt2x3pzTb+7pV1f4ceIH6KGTU2HeK8Z74vSUzayQOmWaWJVYhKl+ipmCZ0oWt9WlN/y0M4C+WTjneF5y29kDkxYsOGzQlAlDoiZn/zypgWmKuZi3/4tovjj42eFc0j6waZpcd7jtteY1ZrctCTfEDKMUW2JrZ3lzmh9TWy9mVK0raye8yd01Y8OTaWXheTpqd2dj3nhL35f8oUQ/ViDPRXW+ev89/PZ9SrPCyvnb4tFPyd3VHNW1FCpm8kor1K6uGR191UdtNZjxRFLUK5fKZq1BBrxWNPi/AqbMp1f0RjLZ68+4e5mh209xntO08j+dKJpW1zbgVXhJFXhbDuafoWIcNjvKY97+tWG53cvcb7l5atPAVhvdvSrNbfP7mi7FQBTiHRdx83tc4ZhwPpGXfCuR0T47PMveHb3gmd3L1RInz/n1XRgs9nQrldMKdOu1uRcaLuepml50axJWXCrLaZds4qF1VQYEtyHQrFepwSIxuy5fhUR5aF64uGgrXHljAGbQQupCDmfn92P0XNVWS7Pk0VInwQzlfUwV8GcJ4+f31/BoRe5hSLmvAV/0W7/y8fPz0rpOgoQRBEnpg5M1Q4JT0kFN7sJRfvhYk5kdDzNrF1KLYyXRSPmj8oRlcd0VjWzcF3EBguWcfmNvSjwVteH8tF7f0pA9fMugLrLOedHrq+ev8/qYU4iWPLMdl8KS2RRnqoQrYHNmF2psYxqVYVCVqZ8o9agoBC8IhZjBOsaVqsN1grdtKOJA67tFQQiGl7oSPjKHmC91pebFpMLvu3xbU/bdXinvLHDMNF0K1abHVPM2gNaCq5psb6lXa0pxhKmQIyBplux2V3j/IlhClhjafs1IrC9uqHtRrp+jWtaVpsdN89fKHdRt6bPhucvXhFjwjethgn1MRjjcM6z6TvWzZqH08Tx3YNy4lbrVGm09ftS+pBFJWZKRYBVxOPFEy7LU5x//2MBMTUfoJnf+ozlHCmeAzA5bxG5+Pki9lyk+6Ms7cJI+fHH/0Jz+rPCud1tSaVwfzwxhYCkiOSMNwbftkgu5KDUFeOYKLkwVAIqnbBcC75V+FRAqQI6D3Komc35qherV92JPP/l0nKeN/qyjOUiDikXbuyi6S5W5DIeLZq4mjspTQU5K2IlV/c2M1ctMw2pbBZNfU4KnBMTcw+nDnk9Q/j0utQBm2JCSsY2OjeTksglghGMgcYLVzd3NHFDZwMuDnTrDbZt6/TpQkyGKYErFtP0uJxpVypw3XpHv9lye3PLer2miOPxMLLaXnP74hXGd1w9e0HOiabf4rs1W+NZpcjDwyP7/Z7V7oa7Tz7jdDwp3w/CZrNBRLC+J6VE27Z477m5M/TX22U92lWk7TW2ffPmHdOoYHsErPM0Tcvu7iXPPv2S797e8278LUMsHFHpvyQOAAAgAElEQVTQfKyCmbh86hdpvcr4OAcgpdazTCnVFX66l1V+ZoEqT2qk51h1fs3505bfP3ndbDkvIIEX7vayJ5/8528//orlbEi54KaRWJQ3xtSPLjmzpHJFywBqFVgEbHYO55mFs7ta5hLGUsc6W7HCUwt6kW/58V3OsRyXTugci8LHJZSLNz75rus6l3lytZpp+c4isHPHxIVun5VO/ffH2OdqQavo5jmrVwMZEVOH+xQoal0ql4F+GUOzXtNlT7vqaTpPSJGSdMyfsU4H2xqLGI0vKeB9g3EO5xuatsM3Dbb+TvlOlGldldqF8kTrodapMMZYgfPG1ZDKIFL/LkZBDc7jaPAmQa4cQ0VwjbJiOOdJSWHYpl5b0zR45xfY3/wUL4f2zv2sC3D/YuVZXnP5PC9jyssdwUWppT7zGk8uhbPlffLkPfPvLhPvl4bysoRz2WBxmQz9sd3+ZdL6s8J5e70j5cyYA2Yccc4ojDZH0jiob18sIoaua9Rdi7UrJal2Xy5tzrxRlgGsH2u3wjmumAv7y40/oaN8ghTV9xZREMSFcOZFCfyUcNYJalBrsRWdI5pBNBKqcIYqqLNwgs7CMiRhzhTUvZVrMqCC/QU0QWCqKyxaqgENPotQvME5gaIN64XEmEdIhX1KrEW4+uQVV61w0xpWTjGwp+GEN0KXoe1WNE2HsZa2XWFEWK83NE1Dv16z3u5Yb3asNlt825FyjYWNpZSqgooQUyaErPy33ZpchIfHvbaUVeHHOFUorkVMpulWNG2DSRZJnhQjYZhAEi4LRZy6wi7SYgHLandDt97RdqsKpdT2wpxLZerVuZ9ZdFhvro9QG3jqei/K+qJ3qAqxeYKHrZayPnepjQ1Sw5KlxPexBBnBOocwI8HPKR5TwQdmVrnCj8+/COfl3rtw9X7B8fODjCqjqDOCtwZrlVg3lUJJiRmrulgg4cJKngVsPpba1Cw0P3mVFyqqnF9zaSMXdoAnjs75UVWHs7Z/XV7HEqHW1188mEv1Oa/hghCZP3d2i7Jukly/L0mAwkxrqfr/MqdXP8TMt6WLUaScCZQv4myNqTLZFFzraXqL84ojFWfU/bWm9luq4Bhjam9nHb2Yy9LDWQDn1EKN00QIClaXuTxVzlhlYw0OhwLnU0XRVNuQtW9yvrE8C1aZcwhVeKqFFWMxzmELKPrHavnIKavj0k85r1G9jtkDOf9+htN95AktVvVSwJ6qbl3b899UOM85hSUaWqypLMrgqVd2Pj4Gw8MskOXJO5ZE1U+b0PN9/MTx8zQl9z9QEDoDTW+hMYiHkcQQB4xx2lVQlOBYL0ktxEIUzHyX5Yxrr61YkC784J9yzuchSIK1c+/hLFCaqbusLZl5Yyx6bLagUq+pXJwVSk6kUht27Yzq8cBs9QUjrgKr6zWLQ+kgi47QQxDrVQnESC4JckRyBKuzLXMB8qSazWqTgHF6xSkGUoj4iuAxJGztSokEkoFm09KtG2wZoQSKSRQizhnW6562bbFWLUSMsZYREuNoyCny/t1bQtBukzCNfP2H/ySlxPXVrm7MTJgmjXUbh7YrQy6ZqbL5CXrO03Cs3oau6eHwyGEPURJR0sKuPpNRuyJ0XYd3iabpsdbjupUSiDUNXePovKWxQkwFwgQYbG1Zi5JVyZIpWe2VEYMV7Uc1FCTpa4zUsOuSNg+wYmicWVrfzjkE8M5ia2dMKQUxUt1sNTSXxqTkGel2qR4uZp/WPTKvj4gQ85zlPUvmXJL5awb0Z4VzOh30EpoGYy3avZ8W+dJFKlVWshp5cylicq4P1SSQurfCDITX41Iw5wzoOS688GBYiopVqLVQPL9HlvfO4MDLswm1w42K7S2zRp4/lSU5pUkcLoKPUq+5nm0JLtX6zWwP6tYkJCcwOlZBM7WRUmptVebqbR21kCOIRTIa85as61xha9YZDSkS+pqqnLTDQjfXch+1XzMntYbjOJCSsiV4a4HM6XREBNpGSxem3t/csWFqKSiGSIpx2WgAJWlZzFgFneQYdZSfyUTJKjDWMdccoTZ1W+01dU65jUxNfM11RVNj/iVBV5+vhhKm9qCfkWWzCtaWxFSt4aw0Mlxga/X88w+6TrbuG2sEa2r+typ7ay59nVoaQ/Ml8+c8Me9lrrFe7GmZKwIFqvf2xEIv9v4vi+jPCuef/t//W8/YKoeQu36GW29x6yuazTXFArbTwTZUakwzuzamxjO14XRxt2eXD57WLi/acrgEI+vNDKFy8mjLgVIzCkjWrKf6VefeusVRKprOAc6dIaaiJOZWIyNkW5MSy0P0uuhasF2Ugc0RGwdAyZuX+Ssl4mLApkCTlKaEolo9YgBHFkPKjiJgyoSURJMLLhccgkMgTeTxgHXwbGfYdZaNK3Qm40LExIBNEZ8jiANrkRTYP7zHGKMgeGtpWxUCa52OaKh0I3MDtYhUITGsVivF3c63DiBCmCZGc7npz6wJSk4NyUJKmSEHUtZwJ6ZEjonpNJJTIo4659X4RpvwS0SyIQ0HDikx7N9TxgNMERerootKUSJisRXDbZxTfiYSpoCrpT1TElJmehJBZ7PpJLVzhUMVna9KxdX7ml3riE5dK+Tqnc0uqTC7fJWk4sKNlTO45sIBFKgjDRX4b8xZec7HGV3+l4+fFc6H19/qnXUrcA1tKfgUWVlHt9rUD4dYlK0kgXLrVFe2INUVuTTheb66C2E4e/YLOP4iZsilECse2uGqZr/wXvLsIl9YYpkXkAs7bGqm2J5XuAYWM1D9nKWyNUyw9f+lKoABG4eauayIoFlwS8LmRFMSXeX3lUJt7ErKmFB5h0wakJLwCC2CLeAy5DASj3tsZ1m7FevG0hjtYrGoVbVFQR9i9PpzzkzjqMLWdzgjWspyrsahBu8sjXeaia1CqcJrWXU6wmG2uvNhKisDVOEsmgoDzrxFKP1ljKKwzVI0Lk2RFCYV5lmguWiHI5PiRMiZNJ4gTUhO2KKvpETFlJhMxuLE4Kx6F6ZovGhz7XKqburcxzkbhMW9vNgTtlJlOiu1tewck6YqXWVGGC3O79mSlrLgwpaa9U+gHC7i17q75fy6s+X8Obv5V4Rzt23VJHsP1tJ4cCaxcbBtDXgoNhPKbKEgio40D1kdEjHn+DPPRoandagFcVMXfUbczEsi1pJ9A2iLT6Yo/rQ+aCOCOLNwBqWSlsXUXaHqc2mbtQaMrbGCWvkzlvZjbTYP3SmQMjZ7Wlr1apKtoCSNtV6sNmwdvOg8d63Xa42JIWXejxOBzCiZIoXWdDgDa7F0YulcQ+86UpiYhgOtE15cW1aN4YvrnnVj8asWkyPTaqtWyRqSd5SciUH7LHe73WIljQhTqEwIInqdFJwIVqBxHhEIpwOBs0tcdyGlFM0gF00sqddW17YyLTTWYbyj6RxrWSvnUFR6Qrm60vNEjfatcdox4luM98QiBAwlr/ns+Y4pZQbxZLEk25CN4ThFrQmbgkhEbMEUdZV757Ei+CoEJUZKKtyLJYpenzHq5sZUG/0r0yBFlg4b0Pg6z55pXYIF3SUX5qKccymlSGX5mzHh5RxC1fqnFE2N69pWi3kRSv14v/1C4VyvNXlRaprWe3Ams3awaQzFCckUXMkko8IZyGo5JRNR7Xom36BGWueIUhbxrPHcHEvOwilQjA5GKqAA6ZxJWWM7awRnZCEPpiRyvhBM0ezjEtQvwlljgjy7LRdQvkVz1L/N1I5ZMDnjxeu56ucYMtYUnnc9d+uG31xv+OJqRQqBOIwcp4kf9g9MOXFkolBYt57GGXbG04tn02/Y9ltiDEqaZQqbLtE6eLnzdE5o6LElk/pIHCPJCcGrUOWYsNay2WyeuKiHw4FhGFRR5Dw72DhjaJ3e5/F4rMI3C6fuTms1s5pzJofpiWUtWcm7vLeaRPKe4r1OEwvKV9s2fllVCkxTJKdc662eWGAqUHLg5fWaUCD5niKWCUtE+LA/cBxG7REucQGjN07YrTzOGuXfBcbTiRQSp2w5JAuVQY9Sm89rSKVCc04bXvp1sxDmIlU4dT88Lc6chVMtac041+pAlf26TurRLSi6UpaE5E8bg/Pxs8J5vVaQ85jQkW5xpAxgwgmfxhq7ZbxUQS3CVN0DScolk2Wuo9USjJQFugZPBbEs4qvx4/xQc8nkFPRVNYtgTMMcRyjdbR2LU7TBGcqyQDOYujbLIHMqoRQUhFkTMIjSq4jgaxbYGoMVQylJC/8GnFVwhiRdeCkJkzMmjJgx4aNjVTyFiWImGjuRfCCWRLCaTOpcxAmsJdNJpC3Qh8LheOL47i1hGvjm8AZD4ttdQ+sFVwqmZHKAEgvZFZIr865aSlkXQBVS0lJIyXUgr6k0ImKwToU41a6jnPNSKwSq6+soJVcmv1JJyFThGaOjBp3z4BzFe40xQ1AlYLWJy9kas6UZ0GBBLKEUpgxDiNwfB3y34tUXv8G1HWPWPdNKZmiVtEzE1KFLqlz6RmPozluMCMFmYoy8fsicxpHGW6TxH7mdTwWRis+d65G5lBp7KqD+fMhSLpohfnN3VKGmn0QuEk9qzm1RSz/nirREVi4+/y8fPyucL64UuPzhcGIKiSkcSWHEjnvaeMRYgzWJhOCMJl4GlO3HUggZklHgsMLNtHaX5Gza4Twp+6xTagmlho4xJ3IIZDHgnXLpSlPjPZ25kUpFLS0u7MWDKMuqMtu6OctW05qINhnRG4tDWBuLF6EzosqnBLIJBGk4ug2SM2YYdMPHhCFixowVQxccm+wxTDg7MJZA6wcF8/cWMeBywJREi8EXwZSAmUaGh3se/vg19x/e8e///j+JceR619A4s8R0gtNHZxPi0pLcSSmx3++JNcYT0DKGn5Mj580wu6oA3nn1cKr1XFBLH70n50KMSnkyE4g557DWUqyjGKd11TDp1iv5bEFnKKdoySSlrJYzF1zb0W523N694L/9139ivV0zpELKcNVZpphwzuOsJ6dIDJPGnBSsGD2/CKnTuuxvHycOxwO577DO1jzGLEYfCepSypNlXWKtXxfMkrMscy7l4qhwEg2rqIIphoVbCmXdtZyFU91lNRF/jVvoZ4Xz/u1rcoEhJNUmvsfYBlsiriQkB2yaQLJWN0WJjy3q8jgjlXxZW5si6i7EelN5FhrdBbXFqixuhMz5IkTHlc/+CHlJtM5ZMPX57ZLceZqEKuevGoxL9UulREwpeJQndmsyjRh2rtAaoTdCa4QigczEQ4HHEohFP84KSEyQAvuHD5jHiW/De7pDhyfSEgg58DgeNRXvNZHjSsCQ8EmTQZQGSsv7Dw98+923HE8HiiR8Y7m5vabv2soODykbUhaMSTgbMWJw3pFTpus6ZS+oybHZsqlVVRfv3HSsm9YujHr6vtmy5pxJOamVtZZSCqHyEVlXu4/mrIf1YJQ7KFcXUuo1OGeeKgY0kTJMgTJOxDDy/u1rYpz47b/9T/r1hlBMHXOfiLlUJeApOZFjZM4gGNHkl6BubYiR98cdKazJztRBvZmSQr0efa8CN84JoUvSrxmZmmotXWmknwZiUEs51VrOdJpzSWhWBiVXzPSSZKq/R56syd8snP/xv/4fEKHpVljvWV89o1ttadJIG0e9mclhxVFMRxaHt4ViLJ3zJKOD0xOGVJTPNGeIRn312b0tpRaI5aIRtsxlloI3FnFO3eOsiYmcY3Uz5uZR0e53kYW5bc6InTsDqhuKsgGaHDFpwJPZSqRFeGEtvTXcdY6VFbZWWBkoYaRMA78PLb89GSKGpnVIhjJNlHzimz//O+XDD7zzkd/7yMrDthVyScpiUBKRCcg0okCDMmVyzOTsiblhfxj4/u0Dznuev7jlarfln//ln7m5uSbmTMpwHBPHMdFKpGfCWUvTNBqTB52vGWMk57xYtpkJYSb6EhG8OZeJSinLe6y1GGsZx5HT8YjznlW/AgrjqDGzr+WYcaYvcS3GtlXwZyI3dZNjmqrLrF/Oe6yz3H945M3b97x5957f/8fvEGP44+9+h/MN4lpEKiQNg3FaFlqShFw2KyjVy4cP94xToHz1f8Krf6GRSPbqHZUY0DHbI4aC71qMMzpO0Vp10y0EUaFLJTPGWruveGojT6lPrCmKFxbFDc8NE7PgUgp5GpVp8awFlv0qT0EBf5twdm1T/1cgJdI0EowjDkficNT0v+8QUzDFIlIqPYTFG4MTIRYhkhbvPVftktHvGnyz1Is+4jtbRMzXRHeuLm+q78voZtMSSaEUU2ut5+B+7subU1GmJO06KQGTAw2JRiKtgbY42iJ0JdEXoS/Ql0IpE6UMtAjOphqvpsqLE6AEnAW8oWstfQOtA99Uy17Uwck1q+dEM6fRRHJIJFpsaRlSBicYp9bQOEOIgXEaiDVTeAqB4xTIyuxEMMI0hSfollxjzBijZmsvrWFKWnhvNDRIMS6vzXm2nOoiFiCnxDhprTKEqPF9ZZjPSWtcOWe1EKg85VygzOcNFX0z64JMSrqZnTU03rHqVRi7xmOd01qs0Y4dmUH61S02MgtoRfqUTMkweKsJQVN0bUrCFh1dmdIIOVLCoLGiL4g4bNEgYQGiSiGJWkxTtKwiC3hkDomqcBbFoJnCoihmHLbUphApldpzSSPNiRD4iS6JXy6c//pP/0hKiW+/f83xeGL48I79+3e4UvBF6HfX3FiDtZ7GRrJYCAPZWDp7hbUdU4lMRS85VQ7tXJOfsSgmM8mFMMksVGeUbCmZLj5yGRvkCtiOWQP4+WfEUIxHLam6ErFESik4W92QErUQHgfMtMeT2MpEa+DKCL0VthjW1rC2id5ktY7TwNZec7PecAqZw4cHSgh04YQvkVevdlx9uuKL64bPdo0Kfxm15ms1re9bW8ETAXLiNEyMY0DcCvEbvvv+Dfl//RYR2K57nDX87g+/U9BF0yDW8m5/4v54YoNwLWotT6cj3ntevXqF9011bQvTNBJDxNSaZgiBYTjhfcPt9TUgHA57FcQ8WzoV6NVqzW67JYTA/rBf4lEVfnVZr6+u6FcrxjEyjElHCXqnZGPjoWaJAyKw221p2oYYAzFGEKHrPC+e33K12+F9w7O7l9pRI8qK4BudyRJCIIRYe11NzYDOXMa6R/aHR6YQ+LPc8lYinRnocyHFifH0qLXX4VDrj+oNtm5LZ1tMsZhitWYPTJVWtCDaDGEsirk8tzeaIrg8MwLOGZ8KPil5QdFhZSmtPEnQ/u+4tdv1mpgSXXNPmCbCqORT03Di+PgBMZbpeMD4FlqFkmkdyimSpsQ6lEgQ7IIpzLW8gpzTMxmWou5FhHjGElU4m4K1z6WPEBIxacIpZc26ia3poHr+ULOE3ipkzNQMmhQQV/AU1kBrCr2BzhQ6oz83kvGSKaKsd43NrJtqAaxu5lUGX4Rd49lZy7Zv2awaheslEGtwXYsYQ9NaDQdyJZV2J4wfwa0Qt6bpDxjvMID3yjE7nPaQE7bvMM6x3z9y/3ggicEaS5gmHvd72qZhd3VNVwHvOWeOpxPTOFYwgnLUHk8n2qalbVoEeHh4XGLJAvqsgyJ+uq5nGAbuPzxQcq6dGhCCCoa2onnGMTAMAWMMMVhiCuwPjxqDZp3N4rzC+qYwEkPANw1N09E0Fu9bfNOwWa/wrsEYjxFtgfNNwzRNTFNQuJ0zGiKE8ZxIzBlKZIqeVXIcs3ourVFoIUbjZ6keSyOJxhhaSbTmzKe8iItkPJEiBiupCtVTN3SGr8719hkppsI5I6ka9QBk7ms2/FhK/w7hvNptySmTXkVOp4F37+55PBw5vn/Lu+++Z7W94ubbb+k3O158/hW+7XCbK8Q12MEgccAZj4gSUWO9DrYRRy6i8xkLddwcZFPnfDCnnNW6tsCNQOctL17c0bUdq67HW8dhv2c4nghTZBonjLE0TVsDfAVCnIaBmDW54iq+VMjk2JNCh6XQUEsbruAMbAw0og/XS9FscRgJbsN/W3WkYnB3GyRl7OMjJkw0x7fY6YA/PfI4hlo4L/SbDVd3zzA1owqFrnMYIxyG1wxTZDhMHMPEd9+954fv3rHpOn7z/AXeCG/v3zGNR5qSsV3D4w/f8s03f2Lb9By6DTEEDocDfb/i9u4FudRYMEbevHnD46NOGEspVcs5sNkolywi/PHrrzmdTkvWcb/fczwe+eKLL+hXa96/f8+//du/kXOmq2Rhj/tHckr84z/+E5988oowFUIoxBAYx4HTcOT1m++JKRDTiBHh1acvWG/WSxLv7vlzPv1kC2hDQ8mZx/t7hR/6Duc8N7ut7sNapxVR/MjpdOS77z8QwsjpdCSlSKp5iJurO3arFU1jaRtPSZY0oQTbg2ZTrzYrvHP0fYN3hph0zk8sEKwyTGxmlvhGk0UFdXtnMIE2bZuzcGZFVJU6EBjArHYYvzp37ZQaxi0lm79TOL1zZJNZdR0G4diemMaJw+OBx/cfCFNAjCdOgZtnzzEl49pOI73ggaIZTVt5AmptpFR+nRkRN0/yyBXzOgMWUnUPGgwbyayc4W7VsFq17FYrWufZm8jRRMJQGERnTnaNLHFKKYWDKJGdb4y6RNX9TakQo0LiPA4jhbZmYDvJeAEvBSulji4Ueu+5aRVR1PcNJhWkBJiEEiwlCjYnShwpRpFLUkRHsFvLkMbqYncKZjcNBUdIiWGMDENgHAK99XSupbXCfcrIFDA543ImDSdOjx+wXaIrjhgjp2HEWEdMmVgKMaV6zpHD8UQIgSko+/swDCCGqULz9scjh8NBmSsQHh6VCeHZ8UjKhXEKfHh4JOdMiGoR7u8/EGPicDwyToEUIAYYx4nD4cjheOD9/QdCnIhxxBidtp3KmXz5OkYd/QdVYUqdaJbxRmetOGvommapw2qfuLqqyjGrpZuYInNs11nBdpbGW9rGULIlW09JEI1DKOw6q5DGRnAOxikx5aCengjJCMZZSm0kQs49UqVk5lSRyDkpBYlicrXmShBnnME0voZe51xAzpcY879DOP/0zdeUXDidRk0WhEjnPZvVipyUp6axQokjb779E8Y32LdvMb7h6vlLuvWW9c1zVpsV1rU6hFd0vENBlnR5RBnXsQ7qMJwsms0NKWOHe/Kb1ww58M2H7xXdYgxOgBCRFCkxQdTi9wAX0K0ZmVQYrFEkXh1Nl0oh5MpMX+tS6nUovE0AVxMQSq6cGK1l37xGxFJosRnc4YRJibvOstluub66Y7dpSaL8S7bp6Da3HE8j/99vf88wjHzx+a/Y7bbcXX3Ks9vPOYyRx1Nk03zNh+8euN2s+S+ffEEjBd58xxF4dvuMfrsiHo/4kmn7Havtc1JMOhqh67h7+Qlt1ykJdEo03Ypnx2N1C0emKXA6Hrm6uuKrX/8DinQxHI9HzdKK8PD4wH5/4De//jVf/Pof2OyuOY6BnDPr9RqA9+/eEWLky1//A598+gmn/cTpMJJz4iY+43Q60vQNIU6EOCICv/riE3a7LeM4ME0TL1+94ouvvsRZh3cNIgYrmgV2ogwJV7tr+r7n7Zs3vHn7hq5r2WzXOGP5/PPPVVCyCvQwDcQUeUgdh7THisWK1cRdmigpIvGoseFppFhDHC3ZCOM4aabXWPXwsBjjQay6qHUODijQX2GktQuq4p51QlxQzyAnEGHIDclHLc+UsoRfakF/zm7+FeF8/+6d1ramqJOgrKadu6YhrTLGNTgjlBR5/PBe03T7g1Lve3Utt1fX9N7ivMO1rQbWrqVQuwdmfCVVOMWQRKHMsWRCSpT0SDk+MI0HTtOoGNcUMSXTVUG1JeFKRqprIcx4BME2DWKFUPVZsY7ibMV2VhhE7TCZB+mqdZXF1VPNnSgGsitYLJYWW4RyCvgCm0+e8bxf8er2lhcvbggIJ5SoOkjHdMq8/f6e/f7As6vn9M2Gmxc3rK+uOEyJ/RAIx8jt7pbbzYqX189pSLzrVjTjwN16w3a35cPtDeN4wq2u8bsX2hUyDHjv2V5d0zQNIagw+aZdhuGO48g4jhwOB66vrri7e4mIsD8cOR6PuFoe6dcbNocDdy9f8fzuBdZ5Xr2/p5SyCGfb9YQQeHb3gpvb53h7xHAEtAA/jEcikRAnpjBgDDy/e8Fut2G/f+R0OnJ1fcWz589pm5ZVv1JhMl43fNbcpncN1lhiCHx4/560WdO2DW3XcH31rDaca4Z/f9wzTRPp3cjpccBKHUNZ69k5B3LSOFXCRImQjYZRYZyYhgnjPNJ0YBzGVmIyqtaekT4xkdIsmlp1UJRZgRTri7TXdywHpqmi00o5I5DK/yZCyDaKEJrGPSEGrQ0agbZl3fWItTrgSFSwCsKUR1KceP/DH9jff4eEPWa85/r6lpu7l0g2lKSg80pLrfUsEaRo+nxmrCulkEomuUfGq544wuOHQIqZpmuwUjsdSqZkQ8zK++eMdlhMaabkrBy01W0WZxBroQLTQQfikgspBkoBX1EtpSj0LdVxBzNNI2KIdiJmeHjYIznz/OWWVXPFoWk5+J5YCmNSDZvImMbxxW++ZBxHbu5u6dY9xik0ME1HpuOeMNyT0iOxwOAiycBp3XFMKz54TxTD0TZE16pm17kQUKhwQ/3KZgZaaBE850DOlT7ECcZCRT9rbLy0mtZifI3Xx+oyGmNqzDpVfG3W3nErqlNtppiAd4629WA9zqnD52yv0+pch7cdjUskJ0hpGAftAfVujTFWW9FgIUkrlZGv217z7NVndG1Ht17jvENsj9QhqQXtRzV24vTwO97++c/a+F3vSRO8WbHZRfs4jVQYohhCTOqyi0HsQcMssSAG69oFdVYKxJgqtlt/YeqaL+fPGo+CIbd7susIIRJjwnpH41tW6xUvXrxcSAT+DuFUmFoop8qqpz7/at2z3m5rNrVU4dQaWjgcSDHy/vs35JTwaU8T7tnkz9jeVE6WBZmuusdbbW2yuDr/ERVWVVkEO/Gw6xlHoZwemKOJDS4AACAASURBVCisVkp1EWMgpqDxY1IYm2vbpY0q56y1uVLwtsEZi3VaViAWSq7NxFkzfmk4UkrWrhGvKfycIikqXaRmib2Cs5uJnDJvH96SUuJX5QuuWs9xFs6UljJOzhlpPF/+w1dq0Xztt3SGkiMpHAjH98RxFk7L4CPRWRXOssa7hhHL0XiS60jiFsGcoY5WDM6o+54q8CLnQC4TuQQg1eihLMKJoQ7xVV9erEEqw8U4TYSUMKY+3zBpwoOyCKa1YGwCE7CNpd+0ZAk4r+153jU452h8jzMtjStkb6E0jEOhbQzOrxewxJLFLOcESr+95rlra5ubsiQYVyGctSRhrMfmwPHhkbff/K4O1FKhVQij1FiPhU5zBmmcO1Jqpr8oq6SI4LxfhiUBSz241DcZo/2yKWl4MdeKRQxN9xrrPOMwMI4jq9WKbrdj6+/4LzcvaZqnwIZfLJyPj48V4qXjzJXgSWi7lr7vFohTyplxmhZ0iYioVUqKVHl4eGDdr3jz+vXiIhoRvG/055QrXlPngS6Ma3VBYowMw5Gcs/Ki1qnKxsBms8F7p5jdlBZ0DMBqpQTJIjPwulSM83kDbDab5X5zzmw2a0WxVHiXFvEjrvZH5gwpSsWZpsXVM8ZwfX2jfL5FxxhcdnHMvZWzuzn/bOuoAmv0/E3T0Pcr2rZdhFqB/mbhCcp1vQ2e7LU+KRf3oFlN5XwqFT0jYpYOk2EYaJqmtpIZUorEGHFO6s9pwd26WjoZhhMpJZyzFU0UFgU4jWotZrc41TppquPr53sOISwbWyqQQK+3PHkGQB3vIcuzapoZH2ye4HQv3zNjjJ89e8aXX33JOE6chhPOuToM2OJr6+EYpjr1Wz93ZhW8LG/McLtSYYjW2GUdnbPEEAm1ZzVMAQRunz1Ti13lICR1gUPfE2Nc+mtPpxP/+Z+/f9JB9DcJ5/fff48xhu3VjlW3WkDlm/WaXeW0DTkyjhP7x71ahFaFuHGOkgvjOPL999+TQ4SUl8SLtZbdbqcxz8MDYQqY2u8Xc1rA25earG0bvvrqS7q+43Q6EGPk2bM7bm9vmOlLjscjb968wRjDbrfFOc+q15khDw+PnE7DgpppmpbVSoUxBI0+5+bpKZxIKdY6Xebq6orb21tCiBwPGr+9efMWEcPnn3+uAiqWmeBsGE7LRtLNcRa2BSJXhVO181kwr652rFarpUvEGFkao2cgweFwQLKl81pvnPdUzmkRIpEzHlavYcU0BR4fH5fzWGOZQqiTsWVRIPpzoWl0Mz88PpBTWnhrh2EkpcjxcOSwP1CKguyBmnzSUk4IOhNGxChzfJ0jOj/TWaFeKmIA702dFjavYU/X9ct+uFSOSzdNBeJ/8eWXvPrkhvfv3/P69VuapmGzUTbCq5sbQHh4eGCaJo6ngRAiTeU0WpA8VSHmnNkfD+Rc6JoO5xy3t7fsdjuOxwOHw579fs/r169pmoYXL17gvaetSuD716/Z7w+Loj6dTjw+PvLw8MDXX3+ta/Hf//vfLpx932OMoalsaav1mqZrWW83bHc7phg4jQMU6PtO/XBZYL0sTD6LBrpgzhOlwZAK/VK8bNKCctFWsBQTU9DaZdt2Oulqs2G1WuG9urTeex3ymqOOWI+JVb+qrkyDEcMwjJQyUgo0TVtdkEzbtHRdzzSNfPjwQRNYW+2HdLXQrQKqKfp93YQU1aKbtVrdUi2Iq8kL6kYx8wNOmeNBlcn79/cVfdPjvafve5pW3e2ubem7jvVKLWfdwWjHg86d9M7ReK+8r43He60NeymLq2yMKoi5e6SZXWhr63i/biGDnpXHQmNSezi997g53LB6bTkribQIhNCSkq3X4GsG8/xs5/MoxO/sWuprVYHMbApzZv1jIHihLFZXE1qhekx2eb7zoc5aWTynaQqUInWd9MsYu0z+LkUNRNO0WOtpu7Ym0iLDadREk/fM3Ly5ZFzj8dYTk5aQpmki5YwYQ79a4Z2voweFcdQeVCNG165oHVeNQkNO6j0p4dhPHz8rnJ9//jnA0kn/63/4DS9fvVLso3fsDwdev31DiIGu7wgh8OHDB6YQam+l1oKMNbiZS6Vu5pwSx8NxoUZUyJe6Qc7ppnvc73l4/MBqtebly5fsdld8/qsv2G63xDiRKtj58XHPfv/Ihw/3WiL46kvEmFoQn/j66685Hk/86lefc3t7i4jFVIrGtm158+Y1f/jPP2KM4V//j39hs9nSNK4mQQIpRb777jt+//vfs+pWPLu9o21aPv/sU0opfPf9D4zDyPXNDau+Z9V3NLZSghjL4XjUke77Pb/73e+YwsRnn37Kdrvl088+4/mzZ3RtpwouRF69eKmbsKjL5oyhcZ51v2KzXnO9u+LZ9Q19t2a73mKsColztipUYQojOUf6tsWZK1JRlNRms+HVK3Xnt9stIGzWG2x1+YzR0XnG6LmcKC/RixcvyDnT9x0i0PWNlk1urtlut1qKGKdFmEspXF1dVTbAUt1+nXx2Op0Yx/FMkelc9SDUkyjljMG9v7/ncDjw+vXrap3aZSra559/vigkRYupV/Tu/Xve3/+Ac55+vcb7hrbrGceRr3//B3LOPH/+jLbtWG22WKcKq2tbXr95y9tvv6dtGm4bRXW5qgS6boW1jrfv3rPf6+Bh36jH8+LlK5WVEJmmE2/eKOPhs9tbrq+uCVHJ0px1OGMZurEqlL9TOGftPccfjW90Mapw+qrBEZimQDJpAU07a5UzPUbtBZ2mmkzQmuEc6YsIbdsufniYJrq+B3rGceCwPyg+kVkbN0vMmXJa4hxtMjaLNjTGUDI4lysZlWCtw7mmsibYi40xs6abJWM4E2MZc+5ZzHmm29D3dl2nJSaZWWU+Omo8U3KuLp66o5duX8lp8RRmArOZnW6ew7G4x9YuLnLf93jX/OhzLy0RmGodhXGqseFs1WcuITG0bXPhveSL19QEm3U1Xj2HGtbqoN95DWNMyznVq/GLkALV0rkl1q5Xu8SecwaYWjecj9lNH4aB/X5P28bFCs/X+mTJSyamxDRFnYzWdNViq1Wcpqm2xum6OudwTYP3Dc43VSHn2phuniSTZq8r58IwTrQUjNVcQLdaUVLmGA6kXGpoELBW94mbGxBEXfdxHDkejpWh4e8Qzu16rS6T95i6Od++fct6s2Gz1UTMzc0Nh8OB9/f3TNNUmd9a3Eozs9/88Y98/+23nI4HBRLnTJhUixwOBwBevnxJ27Z8/Z//yds3b3j56hUvP/mEt2/e8PUf/sDdi5f86rOv2G4S1jica6sLA6te3dDVas12u2Oz2bDZ6AxJ51pCiHz+eWGaAjc3t6xXa0VrpHPct93u+Kd/+mcA+m5VkSq6Wfq+p20bjscT+/2BVb/i5vaGtmnZbreUAs+ePWMYhtrYrMI/B/9zi5ZzKnCn05GxYl3btq3TyCJxTMQYOB418YKoa22KJkNKyYtQPn/+HGsth/3Ah/f7KpTQtJ5V32Kcp++6Wj1SBfPHP33DmzdvyFVRzIm1pmm4u7tjGEa++eZPfPhwhvpZI2w2a7XAvWJsHx4+VO9GoZCN9/R9twiGWrYVzjlev7ZLfG2tpes7VutuSS7lXBvlU2QYTuexElI7kwo6JtGaJfRYrULdY42CD4rVDpcq5MZop8wUIrd9z6tXn2Cd1Z5WYxlDJEQFsru2ZbXe0HV9FU6Pb7paPvGs1lttjatKe+Znend/T3j9Gue1Lt/3az755FPGYdTnlwuxZoWvb6759NXLJbF1f/+e77//gR9++I7/8T/+L47Hw98nnLNVct5jrG64mBPOu2WOytzgpV0D02KmvfdKQ4gmCMI0MYWRkgrToMDq/X6PiPrnRnRM3f3792y2W6ZpYhgGDvs9m81u0exzsD4H7tZZfGnr782SlQMwJuMc9P0K71ONLxxKTUEVHlm4d4AFWD/XtNSK+pqs6em67uxB1ExbU+FlcxaP6pIpRLGm+WuGcW7ZWqgpa5w1U4EsmUfqxiycqUXqObz3dSz8tCRUoGDs/Fm6oUWoSkFheTEGjc9rBnE+r/MeX2PGOcYrSxlCls8FlmSaNaK0nCKLAtB7Mhc9pFx8nS3xj2LLoswIIrlaVVnKGnPSDDlnoheXZDnN3AdcY95qwZ3ztF2n53BOx1g6p97PEmf72l/qFo9p/v3sdhtrsUZ7Zhdvq34552p41FFypQw1VRmIoW2axTM0xjCcjlpdyJn379+xf3z8+4Sz6xpyLjw8ahwZYiCmhG8bmq6rbV38/6S9aZdc13UluO/w5hhzRAKESGgwbUmWLLvk1fWpa7n+eXeVXW5LsizLokSQEkEgkcgp5njjHfrDOfdGgGVTFiu1sCCSyEDkizucs6eDumlw/faaTiQhkegEP/iL7+P8/Bxd08Jbi9OTE1w9uULf9VivVjCDQZYmUFLhycU58qLA4vEBbdviydUTvHjxEbSWeHd7g6zI+YDQsN4xCWxhnIUKg3SSFDrpoaTEvq7BOwQeDAIl9Gn2w8AAQAprSHtq+CSVUqKoSmilMBg6aLpugHUOOslw8eQJZahKAecs6rrmg0hDawIolNIU+8EGhrDAqqrCMAzImINN0wRplkRAhRauQF1Tvx1Q3HBgaE23Wdd12G43eHx8QL3vYiK7VALeJ/S6aQpjaZM1TR+pi9lkgn1dY7Fcoes6GGMhhMF2s0HTUNxnURSod3u0TYtmX0dkcb1eYRh6zguWGIYexgyxPA+/wgFjrYmSwdBSWMvWPa2Q5yl0osBSIE6sRyydww06HleoqhKLxQKLxwWqUYWT+Qkm0wmqqoLWCn1H+MNgCB84Pz/HyekMWZ7DQcTNOZ3N8Tf/5afcO5dQWrGB+uCEGk8m+M53v4ckSTAakyi/a1sMzqBuiJZ58uQJ5icn9LpcAQV/62w+x2gywdXVFb3/IoPpe0iu0rwLoguNklMrvtHmVJzy3vUdmqZB05ImUiYaUrOLXoAsRcsljLW08LMMSaIxGY/p12QSf7VNg65pYJRiNYtCVVUoioII2iLHeDzCfD7Dcrmg0yo5TNEiDtQd0QzyqIcB0yLB9Mu9oFTsZSdBuNYpT76ijU6QPG1eren2s9bC8Z8P0R1lSdGPnjnMYegBBKTx0L/Ko40FJsFDCRluFSq11AFd9QpeuXjTxZ7TH26vQD10XYe6qdF1Ax8spOghYQD1iNaZeBMaQ5KyLEvjYRRQaOcsuo6qFADQStFzGgauhgb0fYeuI7CFlDWC1Ff+YE0L4wzC7RY2aKBG6J/5M1NkJA/qGAEfb9jAKXpPz5DwBYmyLFCUBYqCfs/zHCmruDrupQPtVRQlsjyJIFgIOU+zHE+eEPdt4iFyQJk9PNIsxWw+gxT0mTnn0PL7D7a6ajTCLEkI2GTBgWO7YpbnyAA6OJSC7RrYoeefk6lBTxWn1hqJ/o+34Nduznfv3sE5h9V6ha7rMViK3peWZEjOOwz20GTT8FfKkNltt1guHmHMgCxNkSYJEq1hWJ6llcZ4xqoQgKgIpZgmSSIXmmUZQ/85sjQjtYlKYMQA5x3e3dxitVoeEfg5Tk7nsMZi8bjEMJBLwlqLk5NTmr6VZNBKoXVEcaxWa3z22UskSYIf/9WPMJlM4g20223QNDXWmzWWywXyLMPJdII0TTGZULn99votuq7DkydXmEwmUFkOlSQIIYpgACVNNKaTMbI0waiqUOQ5vHPo2iZuFGsshx0T0iuUwnRCqCctRoWmbvB4/4im6bDbNiiKAufnZ8jzDLPZFFVVEcrsLK7fXmO92WGxfMT9/T26rkffUhJ7URQHusM5bNdr7HY7Avd49ubZ2SmJGEA+z8cNUUHBVJ2kCWazKfIgTGGRw36/x2q1QtvyplYK5+fnyLIUaaqR5/PIi1pnSSygNJeDgtVYgLXEkfZ9B2OodaLDIkHT7GM6IOD5YANW6xWau5pKU65MiqJ8j8qSkqJY5vM5Sp7A7eHw+LDAl19+GVudNE1xenpK5TAfRovFgisPAzMMqKoKp6enXKk0MMbg5uYGzlnMqhJFmqCqKiRJgvv7e/zsZz/D69evsd1u46H4J2/Ox8dHOOew3+8x8KQqLyhp23kHYw2anh0rIfeUN2dd77DZrGHNgCxNkOoEidLouR/USmEyHjPSZzAwmEQoZBK5xCwjU3CWJMS3Kk2ZL0IB3mDx8IgvXn2BsiwxmYwxP5nj8vIc3jpsNxvs9yRKIMJdI01SLi0UDfttWiweH/HJbz5BlmX46KMPkaUpyoK4wPVqge12i3c37/Dq1SvMpxOoD59jVFWYTiaAd7i7u8NmvUFVViiLAj5Ned5G+CWhJNFFo1GFNE1QFgXyLAe8R9cG7s3HflTyDA+lJEZVFSsF5xy6tsN6tUFdN9hsdphOp7i8vECSpBiPxxiPRwDotW7e3dDhsl4TIGRp3IC3Dhnzf4JdN/v9DuvVCmEobMobr97v4oZZLBYYhgFlWaIociRaYTSukKQ0ELeua6zXGzRNg91uh6Zpovhgv99jPB4jz6cYjUZM29D77PsOTluu1mTM0bWWKhBS4pj3NmgQ+4cvxX32drfF/eN9rMbSNIO1Hm3b4ssvv8QwDEgYxc3zgoUogLdE3Xz++ec0EHg+x3g8xvn5OfI8R9u28N5jvV5jxQBo33U4OTnBeDzmNoje15s3b9C2LT56doWT6YT5YYHVaoVPPvkE9/f3lJRoviFau1wuDjpXQQ9osJa0l73kf08ARZZmfEl4KEkNtGcSVjO8niYaNk8JBablCGMGLJd0wj7c32O9Xked4mq1okGsUkTi/CAHI9NylmcYj+mEU5rKQc9IWZLQyel5oQbSXwp5oDI8JclVvGlCr2SMRZK4CLfTqVijKgvSdQbO1nPCmrOomz0223U0NAeK57DxzBH351DX+4hahptzt99hs9mwwie0FgdyXwiBvMhxenqC0ajHaDTBeDzCyckco1GFriMHCIEqDkpRvzubzXghUAD36dkZlWnOI00SVFWJ87NzFKzCcc5z5UCmh9Go4p7QxFs8SejZbrcbWONgBrr5BWhI0unJCbquRdtQGFyWpmBQFXAeg+ljlKa3tDHTLGeqS8SyVinqUS8vzpAkKd/4Gk29R3dEyygWwZuBQseQ5UQDKUKWrTG4v79H3/e4uLhEkugowqCkQfqMmqZG39MlQHLE96WMXddhvVqh6zt0bYuiyOOatZZoktVqhXq/Q5VIDE2NN69fw5gBn3/+e2y3G/Rdi0Tro9GEf+LmfLi/IxncdErqib5H07WUUiAIaCmrEdIkxWQ2JelX18cfxHHzm+oEWZIgy+jDmU0nCHMjh2HA/f0d1usN7u/usNlssN/v8fDwEJ45lFQouS8Np6x1NJi8KHLM53OC0gVD6VzmpFkCY5N4OgcZFzwhxCTZo/c6nR5u8VCKkblX8IM32O22mIwqQuqYwwvxkcYO2O22kFJgn+yZ0JeR+wuc8dnZSXw/VNYQIW8t2avatsF6vWJ5Xc+8bRL7ViklqrLEk6tLGONgBo+iKHBxcYYkSdA0Dfq+i4eHUgrj8Zg2dZ5HnjTPCwxdByN65Bnd9IlOMPRD7FOLIidRSd+zpLDAZDJiva9jqSOhjhJUzVhjIAWQZxmeXF7QQdV0AIAiI9O+YLVM37aUwCAl9tstH4RJpJm01qiqClmWoSpylB88RahGrLXYbTdRdRZ+PqUU+raD6clXmXJflygJZwzevqUWZDqd8gAnGT935ygQe7/bQQhJ1SCOJIU8CKphiWjX0fsPbZAxImY0PfJFI02PbVXiiy++iLdp4LrTRMN9U1dKADVCI2wYbRMMCsATcKBUiNelRHDvPPZ7uhUyhqSLssRsNqPyVdB05rdv36Le77HdbukWcXR6GmtQ7/dMwgu0bYNh6GAtybeUVnDO0KA3vpVD8FOWpfG20VrFUjLRhGTSJj4m6gmMiDK1PENeZJASLBg/IIlhOI1SYQiQhHPhlD96bvIwT5RIdIOmbejGYD2j5QCuAPgESud4yBCBSAlGo1HseQJlE8o/4T3S5CDpK4qcaQRqH5quRt93SI6ogTRNkecZyrLgfo64Q2e50uGDtSpLFEUB74nvJSGGZe6SfkZSRBXQirCAYRjQNA0tZibvg/soVD9lWcR+LoAu4XY6pl+CRrnvOxxrDTwnChxuNNI0ExpMFYh3js0V/FzynNYGZ9MiiB5Yj0liE5Lajccjer9FiYKpmADsHQBAeg3HpoOEb1USWRCfvd2scWsHrFON+/t7bDabA031FfHEn7w5w+lb1zXi8BVBtiSlNRw82rZGmLUpvMTAaW93XQcpJJ5dPcX04gKnp6f46KOPKIxqvcHd7S1+/rOf4eHhEYvl4kDM5ynM0GNZ1/y5CkymE+zrLapRCZ1IZFlCQIEjGiMvMqRpwqBEgTxPYQxtVCGAq6snsNaiqgipU4pVP1rGuEalJNJUY34yw3w+IyWH7SGE4zgRIHgY0zRBliXRKRE2b+DztFb8c5iIdN/d3UVCnncoQe/TGapRBeUoyc05ExdUEMBfXV1R/7tes1JmSxtNAl56FBmZlfM8w3w+Z94tgZCCYkJ4mJGx9NplWaKqRjg7O4+cMT1/jb7r4wFxenqK87Mz7HY5+q7lnos2UlWkSBKNs5MTzOYzFHmFPC/RNA3W6zW22y22WwoOEyghlcR0Rj/P2fkZ5vM5jCE3R9u2WCwW7yl+QorFarXk25WUW2EjU1YUHTbEUYvoNR1Yuqi1xKgihHc6naBu9siSBGYYiDxxNG8H3sXKYTod49nTKwDkmiqrERIOrQ6zPLWiOBzAw9mBbJRlztVGht1WYbV4xM31G7zuGlg2EgzDwAdj/p/aoH/05gyHPf8LPtFEfHHnHSyXgoFgVkrxbA7Liz6NZCycZ5WKRdNQWRBmdYReJ86S4FMtlBsHHo2I96C8IepGRbKa+C4bSxbazJrUONyrhhM2EPUFA0ABSKGNxo4HeKRpgvFkjLIoYtVgObok3HIJa0QTvsmEAJy36HvOkrU0QRoQ3KeoqM0kmxXnzvqDeDwIFcItQBxpijRJOWmA/KgpyynjhDF1oCKKokDLdIPk0jES7FxCeg907QKbzRYjNhdoddAfF0WBcMN4R6+bZSzGkAe5YSib+75n+9xBvpfyGgiCe6UAr328zZ3ndAEBshMKga5LEYLJmqZHkPoRqpvy+kribe+4h864V2U1Ax2iUqKqSiqB05RGIgKEGYAmFTpn39P30qhCUrRxS8vBYMRRWjMg1RqWpZiJolCx8XiEyXSC9eOAoeui6uqYD/5jX1+7OQHKeVX8MEOcZbQYgW7Spm1xc3ODJElwcXGBrErR1g2sMajKEifzOeazGWbjCR77AcvHBR7u7/Fw/4jlckmLVGlyi9sBQkmohAfoOPq1Z3tO0+6hE4HBdLDOohoVGE/K2LM5N2C5fIAQAlmeIMsTJIliRYxH1zf8gAi80InEaFziW996BqkkhqHDdruOcrt+IAj/5HSOH/3oB6jyEloqOGOxW29grMW4rJAw+lyWJabM7Q7DgK7tkCiF7WqN2te4ub+Hcw7f+953MZ/PMWXqo2eUz/YDVyGeEW5KXnfWosgyVEWBttlj6Dts1lvstwsAHuPJOIq3lQwB2x6z2Qyj0QjGGNzd3kLkBcajMVFKKZmXT+anaJoW/+sf/hEvX77EX/zFX+A73/42EfFcfgIO2+0Wi8d7wFl+3YqE8BKMBdCte3p6iiRJsFgs0LLJWAiB6XSK2WwWKRRB9CPSLMF0NoFgkb2UIT7SoxpV6Nm88PBww61KirIsUZY5iqLA6ekJkiRlBRQNmyqKHFWRwww9BiUxdC0SJfHtFx+h73ucnJxQD64EzNChbTt0XY96t4PkctV0Fr0Emt0GwhuAhwxPJ2M8f/oMTVujrveYz8bY8vDiUZlBYo6/+esf48NvfYBf/8u/4Ob67XtG7L7v37sAv9HmDIhZIM4DqUvOcbpRgqaeyhcmDljkrI7EzsHEa4YBdV2TyH0YKLqBT3mPECXNL8TqDtK6Uu9mOEGOeFAqIbWW6LpArFvWtarD6/ItGxQqfT+wpYjNzN4j4X6073s4Z5Gm1NeZoYcxPSPGGUuvLEwk4In6iFYu5nO1UnQ7J5r7vQOIRDe+ppuHQYYgPADohg0yNe89gyxsUmfhRrilQ7sRv7gC8SzSD8LtKNRgKUyoVIJ1SvEhsNvt+HYPL0ffEHp0rWj2SPieIBw4VD6H0lSxUD/QQ+FWPzZJh1/0s4FUO0dIeKBKVHiejj5PqngONjfq8XW8oXPWNg89qcZ6vr3yPIs4BWEGlqSljCoPfR/7UO9pDiwh4CIaDyipJ4H3GeAttFLo2hYq9KYAptMJ4D2mkym2TC2FnznsrWPxzJ+8OdM0JaJ2NkOaZdjt92j7DmVVQifka+s5vTugbn1PtqGz0zNUZYn5bA6lFHbbLX7/+9/j7vYOL1++xOPjI7y38VYLSotUKfJRGgPNJVWWp4C3MEOLzXoBZ3tcXp7Tqdp3jLBtcP32DWkgGRldOooe6TmgbFSNkGUZl9NtLKMDVeGcw+P9HTw8ZsxNtV1DUjWOKhlUAsuItLXuAApIicl0zJY0SgMQQNTBjkYVpBSYzaZwzmEyGWM0GsF7qgqIu+vRtDW22w2MHWKvL4SI2mUpZfSxBsuSc0Q7ZVkaEd6grQ2VRyiHnXN8o3Uo8pK9nhpD31P2jRdQktLw2qbDu3fv0Hcd1qslrDWYzWYAJxjs93t4OGQ+hcg0NIDdbofVasWGb80gWx5BrmPFUNM02LPPtW3buJG11hGEpINFoawKnJzMEbQ8eZFF+qtpG3R9hyLPkaQHLnm72eD28RFpmmCzXpEMUwrIVJFbyjksHh+glMZ+v0dd12R3dBZhvO3Qd3j95SuQyZokgdYYCDhkqUaiK3hncX39OgJNSko8uTzHgatKQgAAIABJREFU1eUFhPP44Nkz/PznP8fj42NUVIW25RvfnEE7mLJKp+07iKEnrqksMFgD0cm4KY+F3WmaoqqIdvDOoe3aSN6uVivsdru48BwPJ5JcSjpLt0RQCYWgLWcNuraB5oWXJppGl3vq5fbssQvIahcyhHrqaZNQqnbET9Ft6iKIY4zFbkcp5VlKMz67tmVvpKW4Q+fR0TRGGhoE6pm0DIL0PPYV4eYPVIq1Nqpo0pT6tcH0NKskyOAsUTOhR4nyOGsxhJ6Pq5fgDCHj+hC5aOcUtKcbyjgbe/iQEdt3PTRvSJbKwzsfPZ3BQhc2UNe1aFhHXJRk1ws/Y3jf4bY0xkTN8WGA0uFXzFMSIlqnAi+cJEnknkMSw8EknqAoi7i+kiRBytVIUBNlWUqRmoq0q4GbNoaFCowAS8HjDllMA9FzqsEhsSD8cdJQ7yGlRJ4nCKkNZAYgIJHwk5qrFoc0SXByMkeWkWJr6IdYyoeDKbzG14FCX7s567qOcyrCgyMpliRUFEDJgu5wKtZ1TTSIAxYPC5RFiSLLURYlJuMRFosl7u7vUO9rdF0foyaIopHwgrSXiaJUv67r0DYN6v0WQjiYoUPKdqGT+Sw+8M1mhf1uy8AM5bvc39/DOovRaII0SaPgmAY0kWKkYSHAwIhm09U8U/IS41EJAQPvqfweLMHmKQMdnvWk3jpYGHRth7amU7zvhwh0pGmC5x98gGHoUZYFrDGYz2YE73tSLNVNDWcdJuMxXnz4EbTWKLIcqU5QFnmUNALE++ZZjlSnyNIcSmmUVRmBqWNKRrDkMihYhsGgqdvIJ4ZfaZbiJz/5CT766AXOzs4wm83iWJAI8nGci5SCeUhKg8iLHPBkbs/SDFeXhI63fDhaYyJfrQQNI5aCJ0JD8OdCLUGWpOT2YBGL1hpKCsxnU1RFgTC+MEkTjEYVhsHg3du36IcelxeXKKsS+90eXeBQBSKdNgwDqcV4TouUEmfn5xhVI/Rdi40ZiKJxLLcMkwNYDDKfz1FVFZbLBbbbDdq2RcsVY5LQYbdaLQEAj4/3kELh1//6CW5ubnFzc0NplT4EUwP98B+rg/7o5uz6nhLGrY2lUQiFosAvAfCtGX7tdjuYwQCOyPgsTZHqBKNqhGY6JZh9s41Evz2KaTjepFJS+ttgDPqhR9c1kBKo93Q7TsZjOGvI2ZFoEtS3LaGoxqDrWqzXVF7lvMgpKlFCa4XUafQdq564Dya6YWBBOlE2bUsCfQvEIK2D+okkjZZvvCAW7zvKGPJpCs235mw2i7cgQe7Fe9IzYwwa2SDPc5ydnb3X66dJGg3RAPdfKUWiKEUxJWHSdEBgQ28X0hEJbQWausHQD7EfP0SEKHzrW9/Cs2cfxFPdWEocFAh5OiHzR8SeOcspWqXvLPreItEaVVkeuHEW3dPzOljfogoIiCoyrY7iUvhWkRxtWZUlJuwSAXBQ9liL7ZZ6ulFFrUO938XPk8wARKt579B1Lbqu52emoKQkbljKOG3NOp5ApoKIRLIgosRoRJuzaRrsdztsNxukKSms2rbFw8NDFJh4D3z68iWur2/ivgnc3Vf78z95c9IwG4flaoW6bSh6v+sgWF/JCm1YQ/apwRg0NVEjrreopaIoSiWxztZYLhYx3Jic80Rkh7fnQWl+whBBrBKNsqwghMTt7W3sRdI0wccf/xlOTuaoRiXKskDft7i+fo2+73B3d4uu67BcLuKtmCQpFssFiqKA4QzRvu9ZUdNju93CWMN9HbnxJ5MxjkO+rHNQYov1Yg1rXeyzT05OmDssMZ/PuH9RsfSkMpBKr6qi4K4sy75S9hGls91u8e7dO0IFp1MWIVTI8zz+2QCibLc7MiQMpE7SSYKyPEeapjFnyToL52heTJ03cG6Bur5lrWkHISRm0xOkHD5NskWiWrbbDZbLR1hWcmmtcHFOrz+djNkcQC6eLjFIOsvPfYngGCqKApeXl0ceTxFvdedcJOZDWxSeQ5aVEXACDuAk5QP1secNv7quQ5ZlmEwm8ZBs2hbr1Qrb3Q7r9TrenNZaSPZvvnr1Cnd3d7i9vcX9wwP16NyWTafTCCxKKbHdEr+83qxRc49a73ZMn1FluduRPzPPM0ipMJ/P4BywWCxiLx5olD/Gdf6RzWkgjMVqvYbaq1j69UOP3X4XoFk452EGWsB928Fbi8410RMLILrmDyVSUFwEAJGHzju2DTlAs5tACInbu1vAU3oZmVcRBQOTyRiLxQMrM6i37boO6/UKxhisVhTeVVUVc4ou3tjB7L1arfiDJxF6Xe9QFDnyImcxA71vZzxcTzfCfr9nvS7l/5RlgdlsGgXY4UsIEEAkBKtyxHuLNWQo5XnGLpodC69nSBKSsFXVIdf1GOVcr6m82qw39FwunyDLDnrjsAiatkOeN9jv6gjpd12HRKcoygpVWRGVY+1Bx2wNFg/3sCYccBrn5+eoqgrTyShGlzhnkWiLTtPGWfEwoslkgjzP8ezZMxRFEZ0cYXM2TRN/ngAkhv5/Mhm/9/7D76HiCs9/t9tFUClszqamBPthGLBYLuOzCnEnAJCkGaRS2Gw2EELgcbHAar2OXGSe53FERTDVv3nzhjcUAUZdQ2Xt+8F14DysMZSSmM/nyLISXddhsVjE6uk/8/VHkxAggDCOXAgJnZAXUciDY13wIpe86LyUlEXrSDnk/YHPIQWHiTB+XMVhIwtEmdtBwqYxKnMkica3X7zAaFRhNpsijPW2bLL1zsHw4jaDYfeKiNIvawx6TweAC1wWI4Wb9ZpvtDSWtVLKw4Ri5ygN3gl4Q++ZIkyy6FUN5H0oV0LPGUqw8PNba/Hu3Tty+/CBN51OowvixYsXyLKMZ20SKtsyl7zZbDCbzTCZTAAIXF1doW3baEk6Pz+H1hr3d/do2iYumul0hul8jvOzM7x48QJpmuLJk6fIshxaKfR9j+vra6xWazy5vMTZ2Rm0TvD06VMu+0+QZSkuLy6htcJi8Yiua2HZ1D2dnmI+O4UQkm9fjel0GsUB+/0eb968wXa7jdGSWZbhxYsXMVspSRKcnZ1CSoHlcvleKsN8Psd8Tsh/URTo+x5ZRsDk1eoJhsFw2NgITTOJz/ieeWXHYI3lQUyKRQ7GUE++2Wyw3e1ipZVlGVVKijpj8PoWQkRVmTVE71EbRQIJIYhjpTUxRVl2aFuD1XqN27s7eFBFCj7sv/HmpDqdwoyscyirClmex/zaYBwNCJaQFMsAACY8WEtIY+g16PQ6iOPFkSw/Tv2VHOvILpIizzCfjTCbTvBf/+v/hdPTU5ydnUB4Gp/Qdy1M38MaQv1WiwUAsC2JFotz1BP2XMpJSbxeXdNErLt3t5BK4oNnz1BkGVLN48gF6YbDaDsBBeHJdxjE0+fn5zg7O8PJyUlckKG0nE6n75Wjob/9+c9/ji+//DKmy/34xz/G2dkZzs/P8fz5c2RZhvPzc3jv8erVKyyXS/zjP/4jPv30U/zwhz/Exx9/jGfPnuG736UBx/s9IYqUhNfiZz////Dq1au4uH/607/Fd7/7PVRFhdGYBtWenZ3Be4HFYon9bo9f//o3+MMf/oAf/+hHkJA4PTvBi48+AlEnJIebjEfo+ha//vW/4vr6DaPDFn/913+Lj//s+5hOZ1FCGPrs6+s3WK/X+MUvfoHr62t8//vfx4sXL/Ds2TP85V/+JYKBnNB7yh7+3e9+h9vb27hBf/jDH+Ly8hJFUWA8HmMYeqw3K9R1DQGPwQy4evoEJycnvHZz/OaTT/CHP/yBnoFgj6wO1QptjO1uh5YFIKFyIEtZgtV6zaoyWt9Fzi6XJJjlSZXVtlStBV/pdDrF+cU5nj39AIORsMbjcbHAl69fx+QQJSXb9b4plcLlJ1jG5/jUh6MJ1MD/XjcHNO34KwgMQg7Q8YnhnY+vJaRk+JpEA4E/zbIE52fnmM0msdTZ7XaEtjZ7pFmK1WoVlTTBAXLocYJOWEJKKmmDhMpaC3hE9DHPM+oH+b3QaUvvL0kSmjRvWCwhaNZGkmgkiUbXtdhut+jZe0gllGdgxCJ4JPu+R9u1aJqafIpsg+u6LvYvQaoXbpXdbhdBlrAY5vOTSEeF50JtxwGUojLK01i+/Z6GIWcZkjRDluXo+wF3t3d4eHjEmzev8fb6GiezGfI0g1QCz59/AEpi0EzVDGibFvv9jn7WnsrMLbuJAMTEh3Ag7XZkgwt62/V6jfV6TUYI/pnCn21b4j7Dnwubs+acWD7FYcwQ8QIK2gKWS9LhWuuimEFIQcO/eNxgmVF7oLQGINB0HdD3UJr48VDJCEHpjhIyvk4cKwniuHUi4gbN8jyW+EJIrFYbJMk9+h4YBh+fzXHPHQ7tb7Q5k4xS7mQ/QPDN45zjOYWHJl0cXdFhtEIcb8ZicO88ekNRgaH0a9uWTiVGDpWUkIomNTvn0Ox3uOlaVFWBv/rJX2E6mRBpv9/j5uaa9Lya0LSHh3ssFgsIIXB6esrl84Cgw+TjBvA0ybmum4gwSylxzkDHyckpIaPe4hB5QhEfZVmg7wx2m5aQW3asFCX1po+LB6w3K6QpCfHDzdx1HTabLbIsxbe//W0AwHq9xHqzYqJdoR9aLJYPgDjFxcUlpJRYr9domgZv3rzB4yPloOZ5js1mgz/84Q8oihLf+U4d9a8EEm2x3W2x39domjZ6U+/u7vDq1SuMqhFOT8+Q5wVG1RiLfoW///v/hc8++ww//6d/wtvra7x7e4Pf/fZ3+O///e/wox/9JffVJHB4uL/FarXCzc073NzcYL/fous6XFxc4erqOSaTCS4uLkidwwfL69evcXd3h7dv3+L29hYVm8eDuD5UGl3X4d27G6zXK3z55ZckgOC18PTpU/L38sg/Zx26vouHgZQSv/rVr7Ber/Hxx3+O59/6EGmeoShJjF83LZRKcHp+gTwn2V/ggQdr4j/XnMhOXDkAIZCXJSH8TD9ZLoW1TlCNKuRFjqIsYfhAlkLg3377CZLPPsdu26HvDJbLJRwHgGVZ8XXb7j+3OR2L1IGDCJ7kYu9Lxt7b/Uf/n4QEIpqwPcvGjglpISjUOEkpflOwX65pgDTLUI7IKFyVJbI0xWq9Qt93jFS2fKoLtE0be9Xwfo7fl8DhPYTZFsFvKlUQz2uWYJGm2AsZy8JALxzyfQ7SKxrSo2NiYFFYUO4uOVLahiIl8zxnQf5hLkr4ovLbvDcKoa7r6L4PJ3RI+js2i5PRWMV/33c9gjeS/pvlRUX+xABGec4QJpFBQzlRdYOab+qw+MNneZi2RsYAehaKOW5C7A+62cNIA2NsxBmOD/SQwBgygAOtFZ5REM4HdJOeD6mogpaXQLYyHkzL5RINH/pSKeR5Aes8tG6hgnSQ154HVWvh3wuImKh3WD9c9QWZJP3gIKEe4nRqqRW0OBiy+67H0BtstzWaZuCpA543J43msC5Y1v79rz86yChusqOGWPJGPf7goiSJlf5dwzM7JOty4RDqwzilyXtkWYa//pu/xuXlJQzzqddv3+L67TVevHiB//K3P8V0PCaiuO/w8nefYr3ZQAgGoqQHRGjEC1hD/Qu8jxvIGgK0urbHYCzWyxWWqxXKgnrCLMswmVLWbc1SuqoqSRrH6JqO8SoSVUljKrxzgPOYjMaYTWf44tUrLBcLjMckzTOWxgLsdlu8e3uD0XgEJcgs/a0PnqPICx5yazAZjWEGg+16jVdf/B5N2+L6zVsIIfDhhx/i4vwcu+2WNcb2kOLA3GCQ5q3Xa2y2G0qTv3oaJ6pdXlwiy3LkGcVyCKmICqibuDkU/4yRg+PgK2st6npg6xktsJOT02h8N4YEFzc3NwCA8/NzFEXB8kQf1VDT6QzOeVxeXuLq6grWWnzyySfRxhaM5QEoOj8/j6jrbDbFYDoslgu8fv069u5KKVxeUi7s9fU1Hh8f8fxbH2G3b5BlBT54/i1sd1skCYla9hxUF9qxwVhkPGTIGAOlFcpRFcFCOiQbciJVoNEOiYZWGsY5LJYraEbaw1iGwOsaa7DerLFe78NGQVGUGI9HGIzBfrfnYIBvsDkPBtijG4h3xVdvp2ORvIDAIPuj7xMR0Y1ic1A5UpQlLi4u8PTZM7RtS2+63mO1XmE2n+Pps2fI04TK4q7HbrfHdrON4xKEJBAh9mnCcp4REHTF4SAwxtCJxjNVAMTvy9IM3jvUxwcN5wyJoFrSGlASWUIn6rE+UgjBqF0XF2MAF3pOt0sSMiM7SzxnVZboWFmlWeYYONe6brBYLN7Tpwbk1h2duKFyCM+273t0bRc1nuG9HJL/wsQ1klS2TcM3RlAVKZ64daA4nJUQwkc6iKZ10WsGXjL0lseBVcdCd6KLkhjYFkKq9/v9EX9NHlYAUTShGEkOv4fvCabukP4QJKQhab3jOMrReMxKMwI1AcJOghDegySCca2Hm5RvRNpkNopNhCFPrNIqphNSZUgDvDSLJ4wxFIDHKfPhs8vyLOYyHyqfb7A5w/Ue512oQ4hyykG5ofQI/NVsNoNSCsuHBZp9zcqdDmEYT1hA0+kUP/3pT3FxcYH/+7/9N1xePcGXr1/j8fEROtEoyhKXT55ACIHtdouXr19F/go4AFGkKpGxhw2loeFR7N57lCUNNiJgZQ94gfF4HCMwlFLRNSCVZJCHNm1YEBcXF/jud7+D8WiCi/MnNHeDp0Q9Pj7GBTMajWCtxXK5jCKHY4H3r3/9a5RleYhBEQd3QgA+aAIW9WtpmmK9XjNfu2KLHauAlOa08iR+TsvlEg8PD3j58iWWyyVOTk8xnowxnc5iXMn9/T222x0+++xzbHc7mGHAuBphNptjv6vjn10sF/j7v/97jKoKZ6eUlnd6dhJTGSjMqoExA9brPczwFkVRoKoOookD/3fQHldVhfF4jO12i+vr63ioF0WBDz54GsGw4A2VUlJ27mYVQaAkSfD8+fMoZqB0xRMujwe8fv0aQgh878++Fw9S52h0YtM0+NWv/5VEAZ1np5WG96xb1vR3V2UVwSdjDO7u7tCsVri4uEBRFHCui6BfluVIEkJgPchWaXgQV9/3uLy8xNOnTzGZTHB2dhYN5l/n6/yjubXHBHB4yFrpqOEM5VQQeJdliURrtLsGztgYw0g3zGERpmmKDz/8EM+ePcOHH32I8/Nz7GtSesxmM3R9j9GoAngR3N/fo2Wb2Vf7VxJpH8KNQ9kXNmdIPguIaJYepmyFmy9IvSLAxRKz0POQrO4cJ/NTfPThi4ighpO8aZp4O9VNjbZpIyDUct6v9x739/fIiwJVWRLKSA81PuO+7+NmHAbqFUNKRHideGOzwipsguAZrOs9lsslH3SU1h9UL8NgUNcUW/n69Ws0dQNnSayd5znyokDOE7fatsX19TWmkwkSrWCdw6U6hxBUydDzHsh0UPeo9x3rsekWDuT/8Xo6JKbTbbXZbOhQ5J+TnB9ZlAwGoHG332K33xEYw4j8mOV8m80mfkZKKVhHr1uNKsxPTrhsruIBvtvt8PLzz7HZbhEiR2jsA6134UlXO+LDzAw0rcBag4ZlgSFD2VryBUfbWwBGAQavqBIriiJSbWenZ2hCHOo3nTIW4hQUT60uyxIp3zSKdY31bvtec26HDppdDaNxCZ0IVGN6aInWyIsC8/kcl5eX+MlPf4TZbIbrm1f44vVneHfzDsv1iiMVd7C2QV2vqS8zZOXZ7bYwPNUs0Qo0xzEBOJGhaxssV0vKkJESUkso4aCEw2SUI0/pwadJxgtS8+YI6QYS8B6m7WC7HplQyEZTJF6iXm9R7/Z49fYN2pbsVMMwRA9qlmVQWmO9WlMsqHNRXbOvac7K7OIEyBQyVUAlEl56wAJOCxjlYTXgEwmhaeSF0gr3m0foWiObFLjST9k1otANDf7tV/8cYfmmabDbLGGHDvPZGEkiMZ6MkKUJurbBu1tCP4NKKMsTOFhsdhvs2z2cH6C1h06AJBVINKCVh3Md1utHdN0OShLpvlkt0NU1vLWQEDRZLS/Q9A1++atfxs3ZNi2u310TfqGArMzw+vo13t7eYLvdYtfsYK3DYAaMhzGeuQ+QiIwPfwltaepAM3QwWwcLwABohgG3jyQtvL27wzAMGI/HyNIUrenQug5WGkARHdXUNbIsw9Orp8gyiVQ7pNICGtAQcFLASkqKkIF+G/bkfR16SGNwWuWotMDpOMc4V3At0HgDP3jUawtfFDiZVCTGgYMWHrPJBKmiXt8MFuvVBk1NovzHx8dvnvgekEHBhtqSk7bDV2sGtHySBBK5a2poTTKvoqyQpgrW5RF9m81mePHiBS4vL/G9j7+DPM/wD//wD7i9vcVms4kmbLIROSyX9xAeUIJcERRb2APCw6UJKldEH51zBFBsN2tIKWh4rqIJ2FJ4VGWGskh4Yx7cGxGVc4AZwEN/aaR8UP0oCHT7Butmj9eLe/RDj7quY0kFBK5U4+HhIdI6sZzqOozHY9RDh8wZOAl4RVEAXng4BVjh6d9rAYHDfMv1nm6XrMhQTqr4/HvT4Yvfv4zv31qLpt7C2QGjUUlm7jSD1gn6vmNVT4/tZktlY6qR+gSD7dB2NTwMpPJQmsfJawEpPZwbUNcb9L2Cdx2sMah3WxhOOFBSQKXUt3dDh5efvwSA+Dk+LB6Ij9QaSZbg7u4Oy+XyCM01qJsaXgLGWVh4qJRF8KCKQm40LADryeDfG4MlJwO+5UPyozxHVhQYDFcYCtCJwG67xbubG0wmEzx7eok0lUiUh5YOUB4KgBOAl4ASZKoGAG/IVYO+h3AOkyLFKNOYFBnKRKJVgPIWfjDohg5aeGhQr6+EhxZAVZZIkwppQuM/urbDaqDy/P+orA1+MzoFw6h1E6/qQ4l5cL7PZnPkeYbz8wuMxyMO3MownU5wenaGPM8xm02RJAnevn0LYwzevr3B4+Mjk/LDe+Lg4GAAQJcbKLcoxElutGLCv0PT1Gjahj2ampFMtkYpGjDk3PtksrEUMJ0mCWSiMKqo1J1NZ8iyHKv1GvvdDu9u7/D5779AY3ushyYKpIFDyR/AG+qLhvjvwwbe72v87nefkuqpKN5z8off+76nqdUsLNCaeGHNk7LkEchjhYQTAWENNJeA0gnG4wlx1NxOhJt1GAwPfBUoWVweelipSPmS5znGHLUyn89Z1dVE04K3FkmSYjKdsPrKQmY5VEojEReLJeCprDPGYL+r0bMJXAiBpiZnyHGmTtO2ACRWyzXMYLFYLOGdx3K1RF3XWC3JB0zmBIq9dEzvdF0XkzOKoqBgc+E4jEuhazvsthsUeQHTDxBCYLlcwTmP+fwERV7Q9Le2jbNjQ1kd0OZDYgOQZCkfxjlmsxla5rGbtsX9wwO3SxpVFSJyBNIsAWAAQXe/dR3qevN/tjnD4qKYEUoVOFbXhFo7bOLT01OMRiNcXT3BeDzG1dUVzs/P8cEHH+C73/0uPDyMIXH0P/3TP2G5XOKLL15hu91GB0h8cwwICHa/QAjSxHpCGkVHgvJwm0ZRtHWQClAcZCV5kC1RQY75VMG8nYPQNCA1TciJUBQFvv/9H+Dk5AS//OW/4OXLz/Dly8/xz7/4ZzgtgYJeL8wJDb10eF7HaO0x4t11PX71q399j7sbjUYxdjJEehLSLHkeSIqrq6sIsITvqaoKHQR6HPpNqRTKagSlExTVJJaWgdPb7/ewzsE4h0Qd8oFC7620gtQaRVlgMplgNpvh9PQU+/2e1To9urYB4FHmJPSvg0onK6EyQmDv7x7i86C+cgvDQWQAsN/X6No+psKHtshZh8fHBeqmwXpFSYOff/457u7uOCliiLhBQJK11jg9PUWWZVguSHCvMwmZCPJ01g0xBZ4Cvj7/7DNoRZbDPMtwfnaB8/NzrFdLrNcrynKqm3gIAmCVElFIQgh0fY/BDsjzgg7w1QqLxRLGGrx7d4ssz/DBBx9Qkjw0ABWzgGmDGhjTYbdfxWSIP3lztgzJG2tj7xkeOPn6HEuW6AQTEBiNRpjP5zg/v2CHhsJ6vY6aSMp8ldjv9thtd8T1uDAM5qtyprDwHLwjCqKsKiRpBsOaTus86iYodmjSV5iPEUKUw60JgG9MAUcMNJVwSUKJdGmK0XiMoihZJkcn4mKxxL6u2etn4QyVe1IaFrUfENdQqoWSNFBHwzAcqCYh3tNxHgscAsimtcaYx1W0bRt7qkBDlGUJ29IA1sDJKaWhkww68XE4bNt16IeBqwXSCkuloth74DiYMO8jSVOUPJe17To8LBbouw7GWhhrieC3Fj2Pbew6or9UN0ClhEyGcj9UQSHDOHy2ITj8mEqgvlmyBtpgsaAxGEG2GDZmEGQE8UE41MIFQc+Ccnz63jAWItm8beG7DkqaQzaR1qiqEYQAsjzDbrPFglVu5FwK4wXpKwgRSJ9NMTfh+TlHuU3OEoUyDAP1/FlBG7rvmVrpYEyPalRSMv032Zyr5RrAIZRISkQhsA80AD8Ya0hT+OTyCZ5cPcHHH3+M09NTfPrpp/jii1dYr9dYLpcoyxKnpyfYbne4vb3Hdkv9z4EOOOZUJZfQFNlPcq9zkrZt1+g6mm6222xjSHKWEVemE86uESKCSWHfewgMFkhYT5mmKbKyRFmWuLi6QlmW6I1Fu1jiy9dv8PKzz7FYLOjBO0+RIDKMO1AxQCssPgpOLqMWNFAqlCxPwvhQzh0juQB4BgltvmfPnkEIgVevXqFt2+h+mc/nmM1meHx3izsep9h3PZI0hUrokDE8E+VxscBmu6OfMyNj9GQygYfAwwMZBPK8RFGUKKoyyhkdgMV6jV1dQyuJLE3I6b9eo+879C21FY4dSyrJIZMslvBftUgd83lrHpgUDhoIAZ0mEcFtmga///3vo6Mk8rfMIQeqhoT7HsvlMm50qswsnCEwqq7byBPDe9i2heQN1Bc9soxeR0rK8H13c4OuH9B3HXabLYLScV3WAAAgAElEQVS1UQg+0EHiFiU1h9w55HmJs7MLQto3a1jrUe8beAc8/9aHOL+4RNMcUPu2bZFlGvt6g+Fr0hD+aDTm+yTp/y7SjdYvrtHzokDFnNnp6RlGo7fQmqRtDw8PcaRC4KusPYzfCwT3cfpe+OspsErCC0EZo84hjO4j4jhBmmVIspTL1jCiUMTAL+/CMCC+6bn3FOwBkpImZJdVhf2Wpm21XUcm836gD0dKaC2ZxgimYQ8hwsh08OlIc0gCV1yWhOJRmBmdoCElUEoXZY7UOgzoOpqOBnjstuSc2O9rVFWNsqR4juBdtcZiMAaFKyCVRpKmkIwLdH1Ps1dCuvpkgvF0Qrd4QqmIaZZSSgH370EVFUT7nkUKgxEs2KcUAGsMWeWKCmlRISsqNE2DzWaDINCn3KQi9m+hdwslKa13VusMQzRq7/d70qketVbHt+MxCDkY4hQhBJSTsMLCw7Ho4JBoGMp/B6DtiHv3oNszuJ/2uz17fhlPiOtexPWEqC3nlIQEcWhzP1DqvOGYlv2+RsG3vzEWYeSgkBJZXkDrb7g5v+o3o81zMPuGhQ6wgiZNcXp6hqurp/jzP/8LPH/+HPv9HpvNBm/fvsVvfvNJzEINizhaWISAVgmUROzjLMvfpJLISppe3XE26Wa7Q1PXEJAoR2NMphOcns5Zs0jRGIOx3JMQEBXMvn3bkQNESgiyrMCBytvLq2cYT8b49LefYrPf43G5wt3jI7puQGcosHg8GUelFDz5U/uOyxMBmMGirhuMqlH0ICZPCDF99epLNC1N3rLGHgFCBMx0bY/VcoXdlsp+54gbNcYgTVJsNzv0HfVAX75+g3/7zSe0wLjf/+Ff/QTzkxPoRMN5j3/77e/w+e8/p7JHSnz44Ye4+uAZCd9H40iLSSk5MEvGyWBd06De7ZCkCcrxCINzuH14xGq5xMP9Hcww4O/+7u/wgx/8AKdnFzg9u8CrV6/wi1/8Am3bYrmkLNfnz5+jqqpYni+WC+zqPaRWKF1J1YghOd7t7W0shY+N2ZZbq1BtNG2LxXrFG5uee6hgnKfNSf7jhEGjgdowQ79v1jukSYJhsMiyHFdXz/D06gmk1Hj95jWEVNist5Q0zQd90OAaS0OPkiRBmqVIrUeWFXDeY3Z6ir7v8eb6Gsv1BhYvUV3f0KFfFHG2rHUCp6fnXyet/c/NSnnPEsa9TEiBQ0iuFYdENYp4bOPtaGyYyLylks5agps55v4rfymko54ujEh38BCWPHmhsR4GSjvXHAYljjym1jl+V6zl5eQDy+FNxnFcZED8PKD6Hm3fo+07JF1GsR5ti57RaaoMDmPJBYNT3n2FRPaHOR7HovmQaB576HgmBSF4uMHp+42lDR57N0cJ+bvdDuvNFkVRkswvDL3Vmp5526JoW6QgcXU/9Oj6Hp710HXTYN80cAB0mpLCyjtObQe8ULHk7voeddMgsQZSS9RNTX9HR3+PZZeSOOqXg6DjgEv8x1Ecwb0UF6wl8XyI8/y6r3BjHj/D+Pexb0opQAgFIX3UsAoWltA6oYyqjvvZgSuQEDhurGUekoUewsY1PhgDqRRISem55KU2Typab8NgsN83IFciDzg+ygyGkP9OLXr4+nr5XkrSvKBDDKVXkqRI84xKIe45SUsI/MuvfoU/fPEFfvfpp5iMx3h4eMBytcRyucRyvYKSCvumjmZTAGibJqouSP1C0rRwqzoAFrQZDE9kJuWRQQrAC4Ft3WBwbGbzRz2yEHhcr2N5BBzCjOE9BB82YcBqO9B0rdVyjbpu0PQdRvMpbW5DQ4PTEBbV9/ACSPOMq/CjGEgI9GbAw+Mj8iKH1ArGWjKrC7AtzUfNJSuUSUSdZXCsjPLeYzyZAALY7nfY13vc3t1C6wTWDHCCS8K+w8Nygf/3f/4Pai1GIyit8O7+HjLVfDg5vLu7xf/zP/8HZRNVI+gkicCT5JmiQ09TurabDRaLR45HpYyc5SPlQPWWpry9un4DLwWKcoSyHOHx8RFfvn6N3X5H0+icxfXN21gqhiym6XQKnWh0PB0citD0vCx5sbtY7npPIzYwDEh4vIT3Hpk9BKaFQxAglF7GYVN084aozL4jx0qaF9BK4939Pf71N7/Bq9dfYlRVeHt9jd/+9lMO2N4CHqwhFhhYCdT1PQZjOHW+pOysMOaQI1AHY2Cdx3qzx2bboWkN9vvh4HcWeG9N/smb8/jmDM12fGFOLtM6NMa0kRaLBY1OqGvkGYVGUSrfNoINHtRkW0a36rrm/itkyGjo4FiX1Ij37qD0987D8UQp5RyU9xQG7B0Q3CqhPYDHnm8wdQTa8A/GwnYKUm67Hm/eXiNLM7QtDWQarGUJnIdUFlKHZEDejHg/n/Wrz63rO0glo5ZW8qiJcMvTXFEVT1SlFDTTMOG5JykNJerajg6nMMEtSVDkKTxzil3f4/b+nlqHyRg6SdC0LR16nsxPXd/j4fEBWmvsOBqk7VqSEvJ7sAOpgMLmpM+EFpJh4T4E3QR1U+NxtUS2b5CmW2y2G+z2O7TdQQDfNA36oT9EiYLGuwdqjDoE+qxVcngWxwdpuF3p+dB7DXRY3MwA85OHTRn+f5KkhO5bC+FIFqmkove/WGC33yFLUjzc3xFtZGiUBnHrByrMWIt+MDDWUMWgqM+sWXwPcNvHN+nA0a+6HSBVF3vsqKkW//HdKb5OFZ9OR1QkcDMdTyF2JATAgFc6grg5jgBQMoIwnh9umOFB+/z9v/t4JIEQB2IdUkLolB6Uo9eiScc20jvhPUhBowDpVmfLGG9kqnV9LMt5ScSFIaVCllJqWvjQg2E56iAlIDUYQJLxxgNCKet5sOzBqxl6de+DieBAaAdHCX9mZOpNSbLW9x2PCaS/ItEJlJIMJlG8ZaLCEONDWJoQAlleUOZwT21AmufIw2Bc7/nkVoy4U06O944WPb+Gc1zW+TAmQ/DEbo+BN1tR5JTAp1JolWK/3+HxcUGvxc8mfD4hmYFGIWheCxTcHKkmzue1QavKB6p1lgcpUzsUbW2BM/ZHjilFg5yCSEEIwVQK50D5ICARmM9mKAsaiKykjHE0jmkugEdQgPhN6wKACWgeHkU9s41VX6AAvQesUyBB/WGNa6WoCmSO8+Uvf/nv7tCvvTlNEAQIRkQ5YVtqBcFzJqyz8RTwAJru4JWjN8MzNqLn8JBQEIeSJmHepANwMDiHU1MqGnQUrkUPAes9rHewhrJk6c9aPhgOMy4BwNiBlB+c2H74b7QhwwbyzmO1IqRRcjiYEKRQcp46GXhPcyy/wmV67+GZVhBSRlF7kKft2U1DwoUQkPZ+Py9EEEzzZpASMjwnT4uBRmQMkAPZuAhoJmN1QEid9/CdhGTiX2qFvMgxnkxib+dCb+4cjyBw4TSM5WCaJMiqMm4AIQTyVMe+i1DXDm3fQUoLJQbUbYNuIKF+WZaxF3TOwXqLwQ5I8xRZkcXPeRi4bBWUXCeEgAh+1fdmzBzW1fHmDM86Vi9SwosDHw+A/MSg2xae5poGGma5XMZDSSea56B4uOGAWQDgzekiJ+2GIdrJPG9IGHofJCzRcE7BOckVZIeQM2ytJTP7NwWEZifzw+YEEGRg4Yaj/uFwmwqAQQ+mLXBIQgjCdw+P1GeHEw90Iwg+kf+9i9wBsCwaSLOEYX9JpQUv6jA6jiZRM8ocSiNPt3yoAEKAcQBiwnuJIA1E/FmDyNyxERzwENJHBYkQYKmew1iP40l//Mt7oByV8ZYAQr9xuBGUYokhc2nee2hLB1LClEd4baklNI+LgHBQSrMf1UNnCXHQ/PP5QCUIj6YnB4qxNCpCKQVP8l4WezPQZS2MG+ihG656+LPiy4SrMQEID8llufVU9hcj2pSChypLqSC8RKkqeOeiU4azDaFSBc2fa5pShTT0Q+zJaVgyp+dZxxnAAjpUHAijO6hvbnuD3ljIRCHhjWaN5feSsMHBRs+rEDwMmisgeDrwBXPvltdNmZGu2TBYdBBA4GCaDp+5FLDCQygPqQjQhHWQ2kMlgNASQiVftze/fnNO59P3/vmrJ5f3Ds7T5gy2rPB1bBcK5QndoocyNPz3r6J8cRHy78Za7JoOEAJZwWHMmrJcQnqfUhRgLaWAVOLoZvaxrPeMrtIUMH0gl51D1/VcVmqEMLBQpgcZ3MFWRjNLgnCiYUBrPB7H2ZSHkGTaBCHjJ6hnQvkf0OfgHw2qoXAzSCnjZOswV0T5YOWjILTA0wFAMqRRqeIBPhDoJm77hhc3PeNM8mcm6UDSKR1EbdtQb2+JZAcDO57BF/jDdO1g4HaWDj+hJcqqjD2i957GLgiBTGWx0gg/W3hGuTiY9b2nDR+shUrruJ6MMXCti3/2+CtkCfV+D8dIfpZnrGjq4+cJAM7Q5gz0UVxrw4CuaeOFE6oRAUQ99L5u4NqOlWX6vYtGhLIWdGgoDgMQin9pD5kAEiICrt9ocwp96OXib/4Q4U8PLMDM4BP1gMiE0k0c3aBe8uv6ECPi4SX3n4pPb/qmI+5XIskTOq4l/V1CSUgc8mUZ+4EXHp7fg9IqnqqxboGCgCCUEw4SkmITNZe5/HAB6s2MM3A4hJYJ4SEFuSNMT+MfnPAQWqK3A2zHAIYIN46DdJLKKu9hOJAYzkB6eh9SSzjhMTgajBQ2iyIuAJ3p0duBxAEiJDjFax5eeAyWaAXrLacZxp8aFHhDJauQgEq4j/OWqVp6NtYbTkP0TE0Bjt+34+cnlYAAWfGEpNdw1oYB0dRH8mEQQt7i4UiNIafQOzg4MjWEclQApreHPysB4y2s4aXuQbRaGCWh+Gfk1ALjLAQcpJZIc8ofpuuSgaZQAgLxey24deKUPS8Aleq4RgBAZwmvLcB4ByiaVCZUONhImBJB01h5hU/AQqcCUFQdOGGOMJH/GBD6+s2ZhG8MU78IpQluikM56OOtEmdwKFB5cPhk6DWUgEh407rDogdImEwb2h8BCrQgspSDo7i3lQk9HJqHqWICAi1WjhnRh0wcALyROUjYWAZBaPXo7DC3BGBFivMYrIO3h35GAPCSSr+6oT4yaDyboYVtSViglYaxFJchhIA23BfxAiFFy6HftpbGKYb3LYWMvVbdUjlKox0UvAiLnqoCB4fOdO+9PnFoEhAMKDElLRX12VRZDIeeJ/x3EIEveay69UcKFp6fGUEkQdPNqL2gw/KrBmsAPBeF3y8cjLMw1hCfHYQuUrx3A4UEhJ5Dq0PF5YWHTMIa4wqM1+DgBsCBxnjkafwM6dBPwgdLf52mk98MA5w5hAUoKZFwP2y4MksyMn8TXWjIA8oYiEeIRz1EmQKIbIN1PU28ThVyHhDd9x2EVFBZ9nVg7ddvzrAI6DAISgy6caw/oHg+3kr83+k4BvhG5W4y/s+6YLUK5RcvNvp2fHVzehz1Ti70kfSdzlsYh/foHMe0Qbzwwwnu6LWc9/Fni+/A+dhy0N/j3lu3wotDXwsB9/+3d21LkqM4VMJds///vduJ9gFdjoSws2ZqYvshiahyphOEJHRDYMzTQ+qpmeCXvGjSSvuvz+GBhEQjjGXk7DppEgsnPi4Ory195kGWRPF6OFtibHjASXJEzm9m46vSNWW1Zdu0pq8TJPK5ufNdPedaO7RRUNoVuKhXkBG8WZ4ZlpT0/woZyU9K54uJZQScGHjnV4qcxvJQ/l2JFDM8OF2U1Y95zKhgMmnk6G9jJYdWRCbOe2FR78p2oirRxURTIwcHuzL9ov3ZCoFtimGN9njNlGj8YrrEztQNurtyfzQmRbaWKJgx1ym9Ofy8lleZrEo1QtYFhOlFL01IEJkmmLWfk4PJFHPbpWp1K+H6m79/E//mCKlthEQHMdCn39NsncU2Om+b5KGYa6RV8VBIDykjXqlxFrr+sxIhZrEN5/+KeRMm/lLBHRmuXV/0cmNFg1xAWNjvj69IniyuZaHEhIQn4DiUxGmdRBqgrjoawTjtpEYLaI9kW4SERNqfLEUb10U6NaVBTIN1imBLG7ATZs3DLuIv26mj+Cg9v/iXK96k6fwzupjiXCJb156XyYripvM8pMXHtSQex9cg+Roe9r9o0ktWuH39damxXAB45HEIsOzX6/oC/pGeaBi8u35dNP6633xg5T3PqVgkD0mei12IcNAfdTiULClbDnuENfpicS/i/bmydBYGX1Wfhce8dR2dFcXusFw4vT3AC/0Mvmg4TKxe1wefwmARuXcN4Q64GxYMfDRPAkK5tUHvMgv/EQdrB1Eu0kMjDBkpWUSsYah5zPg9uBQRz5rXAq1OD4f3dY1QPEAULLJAI+b3kC4oiAdKWUgFREMMuBKrbLPSrXEZMpfJcQnoGQEzciQgN4lPfjNjzdlAnMr9Oqd5TkWCK3cS87LCuTBBdjeuFSutLWsgRU2pXW3TAJv0Kj7pShQKvA0i0MChVxb1EYubEcN7JZnYwzSnh+eKDjhoCmA69GU5BZVy52Fig9dzZItCKxJkojJUKWRcCc4onm4I05BlxqoRrYLJzEsuzeMBHI8MJ8X0pYSzxpOw0VkGvI2IJ6ssmSK65RKnQ6TUuuFqZSrqTh4kbMeHShgbIn1on9wDWgicxEkdg53bG+Ns3/O5zZ1m48YSPJrWogSpTZpy7zm71smQMXjXxssWOPXq4IRiMGRvM8CrgX1PvjvD5NR7bqGDD/eIXN5DgcwjbeEh9OfzcLKG4elG9jhcjco2OlVC9FrbZc7Fpf5evjMHj4nCAHpb5tzUlAuUzDLf7jEMhLUfxfRwb4p2UpZFNmPY0YNseJDp1nC7kUED6WOc77Ma7anhyBZBMt17PRayEKq6IhHzms+UvKWc4TVq+Lh7QTn8R3i1fkq142+qrZNWxjR4mr2QzzU1jOlEgolysgKyyFmBde+vWlZPzIB1Fp7Rpigg6xLS0Enx2KRMu52VF2EknB5LaBxgeCsXrriXpgTbSGQPZE/DhI258dis0lmnTZ4toqNmsfUHuNiYX2YYk0JH/7tNi8jKtzh6s0tdooRMuZfNbUU3zaC2eQKRYlqGRf0xUfMbIrkoufKb9NRx2fWuPD5srSSA5Qf/VcaghhcVRtdmg58BumsVj6NC8CIrCMrpkWaGx0TEM/Z5notEKMqGN/yX5TETHeBhbY7lAwLKmxacO5ei/SsBFIoZClqbpWjCDU6JVA5mHseECz14lXQfhBKjhorDHX6pWdDVyUA3jpYktLBlwOYYIltfN+W0jTCGECqm/cHKAPAqzR8TD/mWty6PPvYDf0xyfaefD0+l4DdUoHuNPzH5JCStYm73yyBVoUB7e4KnTwG4IKBQwn3b1pfnOCYAYf03j4nzzBs8TsXq43lEt7CAn9bGHp3Co0HwcapoKlTnbDv4g9Es+Boq9dnW2j6H9tkrvysfaYfa+hSfQQGLr4V20++vqe9Zlutv+JDH3gxwJKG1e4vI90cGEAho/oHn3Mfl/cH67u/fFeS+zTOMJPA+L8y/pXmmrddOaZlZ27hibbEnpe9PBultRS84oZCjcJ0UtNbD7warwwF/E03wzCkbjEoXcSglwr1Tkq6YQlYPJklL9zZoXLsIL4a98qS/X1pji4WfbZ3yuwXgTXkrrP2Z8uT5mhZJGM6/vY1BZ8XJogz2+W8VyBTq+IuDDAaGsprhjTgu908xJlhPJPiBcIfD32lB3+DrgEEcMcVb1rps6il8S32oB7LNCKJGBQJbiklvFuzKt5SpVVrXdAbVpXrXE05L9PP8EWl6Qza4Gx0jIqKPtwA1fbL+xdtsjYA3QGr5V5SzH2xD965OD2d5pB9CrvatwmXCHoqyt7GdLvjQduttD8Xlkshfp7hQ2L2TLd+cYRrGu3CskHsQw5MSgzklJqyPc+hGVGWKrbvDtKWD23pn8G5VVjmFMls3R7jZEPSNOx5v+Ct973hyLjKd71v5nTznd8p9WNtnb/q6acA8jwoNeiG6s3KcanzfU7Yw0WPDvEW/qscJ6xnt1ufBHJu1FaB5k6pMGMKkxAjBwIrtWVbk8Eq0tYs58Ppim9Znyf6uR6zQm5HlKBIw3qDjJhBryKpwFlkEFYFIwPJ92H+juLcvzTefGK6cKmLMTFSXKhKZGALrLc51xXIMoOg5A67cKokir2cGoPT9Ha48eM6OQwUZJheuJMygjNu65kMJpSwe7h/rZwawpkr5TFW2g60v9T56GiBReM9rXEE39ZbYegu1BAKYiIShFtCY+Ea+o2fhu3u5mB/uyRi7OlruSJcg1+OlfL4Gu7QMMdGnkeY8RBZJtsO41HXou+WDtYTTh0iZl8ZC0cUDXG+mFOa78aKYb0rJ2MZ1GwJi6DkrdbJSWjCa0f6uI0mP5X3P6V5mV0D3IHrNbaW0oX50AXYH7ycc565EdtZsfo+kzfmirs37YtC5hL+Nqrly+S+FBnyuILXSvbt1LSx5Tf14l9JfDkW9IG7FK2MTSz3kHrOzw76EQRmHRYtUQhyY1MpNWfIu9tRCW6HO3WINcydcsI4PBMxPva1sHhH9tGy0ivOp7bveHLTeklTLLg5beVDO/ruHZDbQ9VpapY1xbZ3apOxOYdoU2gXVjfQOc/NkHMmVpZCx/BDKua72ALif5M6mmipARLp85amko/C5qnNQbhvHgyCw3Ehj+g7CLqLHXaplF0nduyEi8dDLdvgYVsYPO5XhvB5Kvhd1MyUGW5/03winN8bb4DARj0Y5q0LpvV2psH7zG8MtrjtlA2U0JmGk8jzaz1uSnjbHdY59w4b2VEPeWu6VM1lOhAIe5G5yTZTmH++v/2UlImr5fBMgPUB/wKO9DfrHohsHBX7wsK1rGvNSHw2cE6HMPRCVlwwCp/B6GQBjyCbZD69T2A2Bu475SF2EwpKUO2eP7+hZ7b3pu56T+miBqMjtTf3TZhncGeejhNlmixLkjIPbBqbec5rrvGH7m9naHKp2628RGuXeYkdOhIvPiVoIIzWcmvPVC74xioPVd8pvuQM/fY/Ni4YA29X+UthLepYCi754KeObqPDfTIEz3/L+Svx88GASfwZj8DrtIZ5nDfyZ17GiLJYgmqCMvF4DwRxHbDCOlV058dZxUcdva5xDmC6+PII6joMQLC5YqGnen/TsqZsCStrVYyK69AW4iR/QwJVNiKQsdbhish1dCY0FewE8UmYJtXJFZ5ImnbCEdkcnvZkQql4xK6fWuwlhQnCflxuwP4R99Chg0Paui1czowyZR6RUrE8fU1tIhk6Y1yM/YgF7CNZGmu1FBSMT9HuPCT+8btSAYpq8YOKt5Y0LiqT2phQY6gZ+ihcDHK3p7DE8IEuM2epunMF8UvA204zz6J4JcOFyk1aUIukWqigYX+2sqO+xv3SVQ3WYd0u6hZMJondz2bfK+fUVP0v6lONlJvJ5md2JcY3MGPnnZgBgUJL11c8x2KtOzJP0lQe6OUCIfBuZHz9pAmTeb75ck3DK0AbQ+DAwCfG46Jed/SKgvLKO6swTP6VgMeg29HeGmlUVck/Hha8+8HPSa8ZLehUwjIclgIgGX8RjBlwYA9v4jsbYk2KOjwB8LjvS1m8zVAOMpviJjN6j4uZ7fCSOqrFiGzDqvNKOAkVxEME6Qi956Ys4ItmTFBC7YuOvbZkk7VdPfAT6TNacFZQNElmEpVZHSEj4NxG9En/fCB2J6OnluRc8fV/nOlhsHDuraYMCSQmEhwWtGidVifNlqwCJrHNurzH81L3pdVaLyYA4uB6341tGuCpo4Gzn2AZpsIG6nJ/TbVmz+7gX1vuGLDERxftCxOilNLD2hnGEyy5tsYnBlk5YzwS2Z56i73ISvis2ZxwV0dOGg2pyjS+v+crKpy+qQpmYkumIB5Il8Y6YVUEDN4Ynltb465mBcpY1olAuQj4h/gXGLM93rjXvkMe8e8l4EY6gXQO/KfePjAFRed2Mj/VOdZ6+19KHRX1fZp1ZFdUE1mD4C4Uwjjr2d4pZVl8vnn4YNs5L1+DNRLt9tlAa4WCfd4YKvz9lnzMdPX3dAc13eJzwwfueaW0E1b6nR+fwfJ0CG6dNBqfimtfTy2ipgSqboTZaK5c6/lWe1yeaBvO2Vrw9cKAn8tdcRqW7K99WTvy8hWZajKmdoDwJz6nOepNCbyzsiifFIxw7zbwaYSy2GP1k0+brRb8pTqSrCmr3Nhrk2SB9tzCTv+Zhfc9RRc0PRLs8bpj4qr/X0hmNDnb1xAyfu0gCP9fIYs650eb9F/xWhNrnNk6KWWW3Kx0vR5k7tsnEEcpZf3/au/u2clZE37l3shCnuptVRA+0bqTf7IWs8Z23gSQir1cfw+zx3RU04zQ2uhAHpCPRczA+PpBxI3mMjkdW7F0gWK3Svifw9qgHD//GNl2dCsciFT/O5aD4jjsILNarRYAPJx4E7/K8tH7diuKBMO6Ky0/y2Dv+T3ASzm/0+/bG9+94wYpId/9bYS5YXlQ4U9B1rmlY3DZcE90hc+gzcC3b+YqQixDJ68zY1msdPEUeKIoDpQ6DXfkpc71aHn+vuFScjHfYxt/inAxdrtPNpZnjnZgsHIeIlzDO5pNJQd/IV96F0siPdKpE6Rtxxv5T+4Oy3EUfPr+W3mOexu7HlPPkEWp5R0lr/ZNF7OYtXbC5CzgRUfY4NbRaNZ5w3e+lARJJVv+uriv06nij165TN6zaG7HuPCcqySzfnwyGfa7hFL7SnYiSgTO4nSxgeDaJCfIy0ZbEj96MtkRlK/Bbimj9p99KMxtloV7OvH2h4U5ZumjMYND2wEEZD11oFl9nXo5iGaj78t4xJY2ne7echOxU2pCXCI72D6U0r7ngreRIlxD6Lr63Ye2AM1gfLG0KQWkXdvNaIqKHK2fvf/IAVuy9J1jn5HXv5pO17hhjq2c8rac0GP7rFJm+j6lLNzHniy2F1RBV+E/eBfPDicYmUunC7iNcMHz15VSOrypfNxVzGPq2NF/SMbqJPOt/KmCcr1oAAACTSURBVP/oKcmTJ/3xUqx497n7/lRO4cptGwrH2SljC5P7uR5GBrY2Vum4o7fWv5v7nDzEXd0nHPLnvv8lmKX+oe4jve+U70yX/kZJiinlHp35eRKrO/xuX577KZ/yKf+/8oPnC3zKp3zKT5aPcn7Kp/yh5aOcn/Ipf2j5KOenfMofWj7K+Smf8oeWj3J+yqf8oeV/ZEWur2eQQsYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 3.生成缩略图\n",
    "\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "# If you are using a Jupyter notebook, uncomment the following line.\n",
    "# %matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "# Add your Computer Vision subscription key and endpoint to your environment variables.\n",
    "# if 'COMPUTER_VISION_SUBSCRIPTION_KEY' in os.environ:\n",
    "#     subscription_key = os.environ['COMPUTER_VISION_SUBSCRIPTION_KEY']\n",
    "# else:\n",
    "#     print(\"\\nSet the COMPUTER_VISION_SUBSCRIPTION_KEY environment variable.\\n**Restart your shell or IDE for changes to take effect.**\")\n",
    "#     sys.exit()\n",
    "\n",
    "# if 'COMPUTER_VISION_ENDPOINT' in os.environ:\n",
    "#     endpoint = os.environ['COMPUTER_VISION_ENDPOINT']\n",
    "\n",
    "thumbnail_url = \"https://fpk223.cognitiveservices.azure.com/\" + \"vision/v3.1/generateThumbnail\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/fanpeikun/my-ku/raw/master/b923e414e2fc1488fd1365231a547c43.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"dd748cf10bf9404399e5416d9399e218\"}\n",
    "params = {'width': '100', 'height': '100', 'smartCropping': 'true'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(thumbnail_url, headers=headers,\n",
    "                         params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "thumbnail = Image.open(BytesIO(response.content))\n",
    "\n",
    "# Display the thumbnail.\n",
    "plt.imshow(thumbnail)\n",
    "plt.axis(\"off\")\n",
    "\n",
    "# Verify the thumbnail size.\n",
    "print(\"Thumbnail is {0}-by-{1}\".format(*thumbnail.size))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "    \"status\": \"running\",\n",
      "    \"createdDateTime\": \"2020-10-24T08:47:46Z\",\n",
      "    \"lastUpdatedDateTime\": \"2020-10-24T08:47:46Z\"\n",
      "}\n",
      "{\n",
      "    \"status\": \"succeeded\",\n",
      "    \"createdDateTime\": \"2020-10-24T08:47:46Z\",\n",
      "    \"lastUpdatedDateTime\": \"2020-10-24T08:47:46Z\",\n",
      "    \"analyzeResult\": {\n",
      "        \"version\": \"3.0.0\",\n",
      "        \"readResults\": [\n",
      "            {\n",
      "                \"page\": 1,\n",
      "                \"angle\": 0,\n",
      "                \"width\": 500,\n",
      "                \"height\": 500,\n",
      "                \"unit\": \"pixel\",\n",
      "                \"lines\": []\n",
      "            }\n",
      "        ]\n",
      "    }\n",
      "}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 4.提取文本（读取API）\n",
    "\n",
    "import json\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "import time\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Polygon\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "text_recognition_url =\"https://fpk223.cognitiveservices.azure.com/vision/v3.0/read/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to recognize.\n",
    "image_url = \"https://gitee.com/fanpeikun/my-ku/raw/master/754c60eb157915cd97e39038da334223.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"835af6a3699344dd84bb9d884634070a\"}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(text_recognition_url, headers=headers, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# Extracting text requires two API calls: One call to submit the\n",
    "# image for processing, the other to retrieve the text found in the image.\n",
    "\n",
    "# Holds the URI used to retrieve the recognized text.\n",
    "operation_url = response.headers[\"Operation-Location\"]\n",
    "\n",
    "# The recognized text isn't immediately available, so poll to wait for completion.\n",
    "analysis = {}\n",
    "poll = True\n",
    "while (poll):\n",
    "    response_final = requests.get(\n",
    "        response.headers[\"Operation-Location\"], headers=headers)\n",
    "    analysis = response_final.json()\n",
    "    \n",
    "    print(json.dumps(analysis, indent=4))\n",
    "\n",
    "    time.sleep(1)\n",
    "    if (\"analyzeResult\" in analysis):\n",
    "        poll = False\n",
    "    if (\"status\" in analysis and analysis['status'] == 'failed'):\n",
    "        poll = False\n",
    "\n",
    "polygons = []\n",
    "if (\"analyzeResult\" in analysis):\n",
    "    # Extract the recognized text, with bounding boxes.\n",
    "    polygons = [(line[\"boundingBox\"], line[\"text\"])\n",
    "                for line in analysis[\"analyzeResult\"][\"readResults\"][0][\"lines\"]]\n",
    "\n",
    "# Display the image and overlay it with the extracted text.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "ax = plt.imshow(image)\n",
    "for polygon in polygons:\n",
    "    vertices = [(polygon[0][i], polygon[0][i+1])\n",
    "                for i in range(0, len(polygon[0]), 2)]\n",
    "    text = polygon[1]\n",
    "    patch = Polygon(vertices, closed=True, fill=False, linewidth=2, color='y')\n",
    "    ax.axes.add_patch(patch)\n",
    "    plt.text(vertices[0][0], vertices[0][1], text, fontsize=20, va=\"top\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(0.0, 1.0, 0.0, 1.0)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 5.提取文本（OCR API）\n",
    "\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Rectangle\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "ocr_url =\"https://fpk223.cognitiveservices.azure.com/vision/v3.1/ocr\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/fanpeikun/my-ku/raw/master/9c7c1ec7fdba64403d615487dfcb47bf.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"835af6a3699344dd84bb9d884634070a\"}\n",
    "params = {'language': 'unk', 'detectOrientation': 'true'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(ocr_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "analysis = response.json()\n",
    "\n",
    "# Extract the word bounding boxes and text.\n",
    "line_infos = [region[\"lines\"] for region in analysis[\"regions\"]]\n",
    "word_infos = []\n",
    "for line in line_infos:\n",
    "    for word_metadata in line:\n",
    "        for word_info in word_metadata[\"words\"]:\n",
    "            word_infos.append(word_info)\n",
    "word_infos\n",
    "\n",
    "# Display the image and overlay it with the extracted text.\n",
    "plt.figure(figsize=(5, 5))\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "ax = plt.imshow(image, alpha=0.5)\n",
    "for word in word_infos:\n",
    "    bbox = [int(num) for num in word[\"boundingBox\"].split(\",\")]\n",
    "    text = word[\"text\"]\n",
    "    origin = (bbox[0], bbox[1])\n",
    "    patch = Rectangle(origin, bbox[2], bbox[3],\n",
    "                      fill=False, linewidth=2, color='y')\n",
    "    ax.axes.add_patch(patch)\n",
    "    plt.text(origin[0], origin[1], text, fontsize=20, weight=\"bold\", va=\"top\")\n",
    "plt.show()\n",
    "plt.axis(\"off\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'landmarks': [{'name': 'United States Capitol', 'confidence': 0.9931780099868774}]}, 'requestId': '667ed1ff-6666-477c-9ba1-404efb533dfa', 'metadata': {'height': 2252, 'width': 3379, 'format': 'Jpeg'}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 6.使用域模型\n",
    "\n",
    "#6.1 地标\n",
    "\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "landmark_analyze_url =\"https://fpk223.cognitiveservices.azure.com/vision/v3.1/models/landmarks/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/fanpeikun/my-ku/raw/master/b923e414e2fc1488fd1365231a547c43.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"835af6a3699344dd84bb9d884634070a\"}\n",
    "params = {'model': 'landmarks'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(\n",
    "    landmark_analyze_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The\n",
    "# most relevant landmark for the image is obtained from the 'result' property.\n",
    "analysis = response.json()\n",
    "assert analysis[\"result\"][\"landmarks\"] is not []\n",
    "print(analysis)\n",
    "landmark_name = analysis[\"result\"][\"landmarks\"][0][\"name\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the landmark name.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(landmark_name, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'celebrities': [{'name': 'Donald Trump', 'confidence': 0.9993212223052979, 'faceRectangle': {'left': 343, 'top': 71, 'width': 171, 'height': 171}}]}, 'requestId': '5f4d3f26-950d-4294-950a-84fcc05df342', 'metadata': {'height': 365, 'width': 550, 'format': 'Jpeg'}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 6.2 名人\n",
    "\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "# Replace <Subscription Key> with your valid subscription key.\n",
    "subscription_key = \"835af6a3699344dd84bb9d884634070a\"\n",
    "assert subscription_key\n",
    "\n",
    "vision_base_url = \"https://fpk223.cognitiveservices.azure.com//vision/v2.1/\"\n",
    "\n",
    "celebrity_analyze_url = vision_base_url + \"models/celebrities/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/fanpeikun/my-ku/raw/master/24dff14d565dbe6addffb4005136cf09.jpg\"\n",
    "\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': subscription_key}\n",
    "params = {'model': 'celebrities'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(\n",
    "    celebrity_analyze_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The\n",
    "# most relevant celebrity for the image is obtained from the 'result' property.\n",
    "analysis = response.json()\n",
    "assert analysis[\"result\"][\"celebrities\"] is not []\n",
    "print(analysis)\n",
    "celebrity_name = analysis[\"result\"][\"celebrities\"][0][\"name\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the celebrity name.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(celebrity_name, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "language": "python",
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   "file_extension": ".py",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
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  "toc": {
   "base_numbering": 1,
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